{"id":"W2901044928","doi":"10.1186/s12961-018-0377-y","title":"Evaluating the impact of a network of research partnerships: a longitudinal multiple case study protocol","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; International Collaboration On Repair Discoveries; Queen's University; Okanagan University College; University of British Columbia, Okanagan Campus","funders":"Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Timeline; Health services research; Knowledge translation; Public relations; Dissemination; Data collection; Implementation research; Knowledge management; Medicine; Political science; Sociology; Public health; Computer science; Psychological intervention; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1931345,0.0001896336,0.0006673075,0.0007180793,0.006048238,0.00005645615,0.0005495633,0.0001393912,0.00008449394],"category_scores_gemma":[0.03824969,0.0001150929,0.00006571714,0.004419694,0.001581896,0.0001466531,0.0005903828,0.001685393,0.00005038801],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168984,"about_ca_system_score_gemma":0.01914945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.318475,"about_ca_topic_score_gemma":0.01530674,"domain_scores_codex":[0.9298297,0.06019848,0.002671783,0.0006063888,0.003288212,0.003405455],"domain_scores_gemma":[0.957683,0.03347731,0.0009512687,0.001116719,0.005774648,0.0009970398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001244619,0.0003422163,0.7125823,0.007090906,0.000087386,0.00004876071,0.2257266,0.00009736176,0.00009580146,0.005702554,0.04362228,0.003359269],"study_design_scores_gemma":[0.01491543,0.06683935,0.3046458,0.005410562,0.00001281872,0.0006183786,0.5375916,0.05197906,0.00001598959,0.001955795,0.01550217,0.0005130605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8008743,0.00004457695,0.00002522798,0.00439723,0.00009561008,0.1935794,0.00005492556,0.00002541099,0.0009033637],"genre_scores_gemma":[0.8789412,0.000006765903,0.00007116896,0.000195176,0.00204501,0.1183568,7.996296e-7,0.00002435818,0.000358721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079365,"threshold_uncertainty_score":0.9952458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9837888928562076,"score_gpt":0.8597463727831226,"score_spread":0.124042520073085,"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."}}