{"id":"W2917231142","doi":"","title":"Quality improvement: where is gonioscopy?","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Gonioscopy; Quality (philosophy); Optometry; Ophthalmology; Glaucoma; Medicine; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.03873605,0.001612015,0.004458009,0.003309763,0.004960056,0.01789489,0.003706238,0.01397731,0.02499868],"category_scores_gemma":[0.09385397,0.000909131,0.002035456,0.00453442,0.01155089,0.02466446,0.006745367,0.02312277,0.004989179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097479,"about_ca_system_score_gemma":0.0488625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03751633,"about_ca_topic_score_gemma":0.05684295,"domain_scores_codex":[0.9768396,0.01165428,0.002588345,0.00191427,0.003822049,0.003181493],"domain_scores_gemma":[0.8452275,0.05019028,0.01277768,0.004266381,0.05740724,0.03013089],"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":[0.0004634099,0.0008357941,0.00977634,0.005141312,0.0003136426,0.0002642868,0.001658667,0.0003940737,0.0003747965,0.02369399,0.3776293,0.5794545],"study_design_scores_gemma":[0.0008156901,0.0008584325,0.04635375,0.08199267,0.001132926,0.00101058,0.03201536,0.001618606,0.0006630669,0.1599926,0.6726599,0.0008864151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001048312,0.1206302,0.002038249,0.8644813,0.007818235,0.00003023268,0.000139588,0.0001308238,0.003683014],"genre_scores_gemma":[0.1283054,0.4348186,0.02055466,0.3607524,0.04800615,0.0003600732,0.0005835455,0.0005434066,0.006075711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03873605,"threshold_uncertainty_score":0.2048583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708675926291714,"score_gpt":0.3964354865434755,"score_spread":0.3393487272805584,"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."}}