{"id":"W2988498705","doi":"10.1016/j.jcjo.2019.08.007","title":"Patients’ complaints involving ophthalmologists in the province of Ontario, Canada: a 5-year review","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Complaint; Medicine; Documentation; Family medicine; Good practice; Clinical Practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002753039,0.0007977358,0.001857307,0.009233554,0.001614593,0.00205891,0.001634636,0.001541799,0.002884025],"category_scores_gemma":[0.007594411,0.0005689191,0.001690213,0.01526458,0.001523918,0.0009789113,0.001352382,0.0009810289,0.0002857638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01725619,"about_ca_system_score_gemma":0.07703044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7140719,"about_ca_topic_score_gemma":0.9137006,"domain_scores_codex":[0.9975113,0.0002051493,0.0004457208,0.0001592672,0.001412684,0.0002659193],"domain_scores_gemma":[0.9901749,0.00217676,0.002580245,0.00008811853,0.004405186,0.0005748763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002398093,0.00008713808,0.01306597,0.2633791,0.001394526,0.001050925,0.001157392,0.0002153685,0.0004147285,0.001012473,0.1286208,0.5893618],"study_design_scores_gemma":[0.0001638027,0.0002129756,0.11308,0.2851723,0.006244783,0.002980411,0.00270035,0.0001019443,0.0002207635,0.0003171352,0.5886722,0.0001333402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006454651,0.9972304,0.00001475151,0.0007684663,0.0001552521,0.00003176906,0.0003179723,0.000003486173,0.0008324136],"genre_scores_gemma":[0.002988161,0.9960191,0.00005498571,0.0005323572,0.00005971843,0.00001027133,0.0001305382,9.885232e-7,0.0002038081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9984582,"threshold_uncertainty_score":0.5752239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155032526398066,"score_gpt":0.4276991129754213,"score_spread":0.2726665865773553,"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."}}