{"id":"W2887416771","doi":"10.20381/ruor-22233","title":"Public Interest, Patient Engagement and the Transparency Initiative of the College of Physicians and Surgeons of Ontario","year":2018,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Medicine; Public engagement; Medical education; Public interest; Political science; Public relations; Family medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01913363,0.0003027823,0.0003975785,0.001117814,0.03500548,0.009278155,0.001104411,0.004048337,0.003605966],"category_scores_gemma":[0.03985677,0.0005549095,0.0003235623,0.002429093,0.02923103,0.003265335,0.007093019,0.006565779,0.0002839518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1186532,"about_ca_system_score_gemma":0.2226344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8379225,"about_ca_topic_score_gemma":0.8759821,"domain_scores_codex":[0.9630694,0.01504836,0.001042314,0.001929118,0.01264395,0.006266853],"domain_scores_gemma":[0.9201258,0.04018361,0.01020954,0.001704452,0.01139222,0.01638431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001639064,0.00008808083,0.0293072,0.0004890965,0.00002993748,0.00139874,0.8258285,0.0001990513,0.001499395,0.04735168,0.06782857,0.0258158],"study_design_scores_gemma":[0.00006405486,0.0001045134,0.04870345,0.0006342326,0.00002819356,0.0002833147,0.4263085,0.000226156,0.0006036499,0.005819197,0.5170603,0.0001643634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4092365,0.005390633,0.001121933,0.4666829,0.00134195,0.0001766088,0.0001873334,0.0000584402,0.1158037],"genre_scores_gemma":[0.9765388,0.001125215,0.0003926259,0.01369761,0.0001799668,0.00004978367,0.00003282303,0.00001792395,0.007965188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1620775,"threshold_uncertainty_score":0.8608931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4140268900401975,"score_gpt":0.4098617686939951,"score_spread":0.004165121346202394,"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."}}