{"id":"W4237674815","doi":"10.1002/9781119123316.ch7","title":"Assemble Local Evidence on Context and Current Practices","year":2021,"lang":"en","type":"other","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Context (archaeology); Health care; Clinical Practice; Best practice; Evidence-based practice; Public relations; Current (fluid); Resource (disambiguation); Psychology; Business; Nursing; Medicine; Political science; Alternative medicine; Computer science; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.233262,0.00105316,0.00340198,0.02901319,0.004302526,0.01813161,0.004398874,0.007158439,0.02331],"category_scores_gemma":[0.5444513,0.001964216,0.003147203,0.01938714,0.007215197,0.0173965,0.02015516,0.007628423,0.005174455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267011,"about_ca_system_score_gemma":0.07964641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01963815,"about_ca_topic_score_gemma":0.04301333,"domain_scores_codex":[0.7875687,0.1126631,0.05347043,0.003811023,0.03716046,0.005326271],"domain_scores_gemma":[0.3440224,0.4255863,0.03961547,0.05108513,0.1300357,0.009654886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007808865,0.0006344295,0.03508012,0.1722231,0.001540474,0.001943216,0.05907452,0.001717808,0.001398294,0.1112121,0.1553643,0.4590309],"study_design_scores_gemma":[0.0003642548,0.0005071124,0.02939991,0.3185229,0.001536537,0.0005936371,0.05448169,0.000713032,0.001292372,0.0474098,0.5448839,0.0002948001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05261793,0.1398438,0.05143663,0.3873389,0.01141666,0.03452013,0.03179934,0.001179993,0.2898466],"genre_scores_gemma":[0.4858716,0.1250599,0.1719936,0.1177366,0.003656458,0.04673653,0.02351011,0.0008048592,0.02463024],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.233262,"threshold_uncertainty_score":0.9455245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736772359478597,"score_gpt":0.5616180939481016,"score_spread":0.2879408580002419,"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."}}