{"id":"W2098531697","doi":"10.1186/1748-5908-2-32","title":"Taking stock of current societal, political and academic stakeholders in the Canadian healthcare knowledge translation agenda","year":2007,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Knowledge translation; Health administration; Health care; Scrutiny; Public relations; Health services research; Health policy; Politics; Transparency (behavior); Public health; Government (linguistics); Medicine; Public administration; Political science; Knowledge management; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["metaresearch","sts","scholarly_communication"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":["metaresearch","sts","scholarly_communication"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":["metaresearch"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01579126,0.000120961,0.0001583062,0.0006688436,0.001704874,0.00002921736,0.0004425137,0.00007538444,0.0001518006],"category_scores_gemma":[0.0007609908,0.0001017496,0.0000241645,0.002055655,0.0006121336,0.0005890925,0.00004776959,0.0006093568,0.00001390609],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055536,"about_ca_system_score_gemma":0.006005943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08634781,"about_ca_topic_score_gemma":0.6200821,"domain_scores_codex":[0.9953841,0.0006193818,0.001212518,0.0003679926,0.0009078541,0.001508129],"domain_scores_gemma":[0.9966579,0.001862107,0.0004423068,0.0002072697,0.0003278601,0.0005025416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001283933,0.00001824753,0.4211073,0.0003081161,0.000002382098,0.000001350352,0.2469134,0.000001448752,0.002051118,0.1143842,0.001259013,0.2139406],"study_design_scores_gemma":[0.001046463,0.0000647508,0.8571768,0.0000725171,0.000005881065,0.000003141949,0.1234252,0.0001338623,0.0003556233,0.0009074013,0.0166651,0.0001432654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667055,0.0001660591,0.002491774,0.025134,0.0005155306,0.002280813,0.0001408287,0.00002198599,0.002543503],"genre_scores_gemma":[0.9917977,0.00001989832,0.0004914833,0.007511764,0.00008304209,0.00007246336,0.00001083968,0.000007336544,0.000005507815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5337343,"threshold_uncertainty_score":0.9996291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9462726050137088,"score_gpt":0.7712375910977692,"score_spread":0.1750350139159396,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}