{"id":"W2955752827","doi":"10.12927/hcq.2019.25843","title":"Cataract Surgery Quality and Capacity","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Kingston Health Sciences Centre","funders":"","keywords":"General partnership; Quality (philosophy); Cataract surgery; Quality management; Optometry; Task (project management); Medicine; Health care; Business; Best practice; Nursing; Operations management; Political science; Surgery; Marketing; Management; Engineering; Economics; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.006575855,0.0001908399,0.0004604977,0.00381015,0.002348024,0.006057154,0.001550879,0.0007782058,0.02556307],"category_scores_gemma":[0.04411347,0.0002275741,0.0007833301,0.005276419,0.00309785,0.002760007,0.003678285,0.001755152,0.001348309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01980064,"about_ca_system_score_gemma":0.02920768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4352231,"about_ca_topic_score_gemma":0.4417539,"domain_scores_codex":[0.9892097,0.001651657,0.0007433207,0.000681098,0.004419646,0.003294682],"domain_scores_gemma":[0.9505914,0.006333753,0.00819478,0.002078036,0.01602251,0.0167794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002204623,0.0002455182,0.6633004,0.001064736,0.0005624819,0.000267096,0.004059885,0.002853401,0.0002347942,0.06149925,0.1143794,0.1513126],"study_design_scores_gemma":[0.00004230037,0.0001217407,0.8796353,0.001340792,0.00008373997,0.0003269631,0.007177272,0.0009038174,0.0002357589,0.01774485,0.09228632,0.0001010729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3607855,0.02327656,0.002953254,0.1539458,0.001503939,0.0003598395,0.0288502,0.0002501061,0.4280748],"genre_scores_gemma":[0.9859309,0.003243939,0.0003929656,0.002537898,0.0002614598,0.00004367091,0.002505719,0.00003942608,0.005043918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4352231,"threshold_uncertainty_score":0.8653796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111318743558575,"score_gpt":0.4100320982152859,"score_spread":0.2989002238594284,"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."}}