{"id":"W3209815476","doi":"","title":"Complication rates in resident-performed cataract surgeries: A systematic review","year":2019,"lang":"en","type":"review","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Complication; Optometry; Ophthalmology; Surgery","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":[0.005473774,0.001686725,0.01022003,0.009119499,0.0005396003,0.002726603,0.001753034,0.002179405,0.00377827],"category_scores_gemma":[0.02577456,0.001419642,0.0144929,0.01131539,0.0009537897,0.002790621,0.002351416,0.001682159,0.0002487053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221104,"about_ca_system_score_gemma":0.005524246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007482171,"about_ca_topic_score_gemma":0.02929873,"domain_scores_codex":[0.9909072,0.001670242,0.004913869,0.0009850516,0.001206942,0.0003167122],"domain_scores_gemma":[0.9787976,0.01323085,0.006112845,0.0002995363,0.001273837,0.0002852637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004557965,0.00002233195,0.005698571,0.9306651,0.04492611,0.0001560821,0.0002102064,0.00008515042,0.0001426781,0.00008051469,0.001160998,0.01639626],"study_design_scores_gemma":[0.0008497312,0.0003650855,0.03313292,0.4833342,0.4696035,0.001157538,0.0008039725,0.0001228626,0.0001995835,0.0002789446,0.01001345,0.000138291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002489959,0.9966123,0.00007822639,0.00007441329,0.00005618858,0.0000778455,0.0005262062,0.000006485891,0.00007839802],"genre_scores_gemma":[0.03429924,0.964114,0.0004731805,0.0004935549,0.00006507774,0.0001620145,0.0003009773,0.000007982282,0.00008400541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01022003,"threshold_uncertainty_score":0.02894843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245222459144969,"score_gpt":0.430726563959316,"score_spread":0.3062043180448191,"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."}}