{"id":"W2061657469","doi":"10.1016/j.jcjo.2014.01.006","title":"Geographic distribution of ophthalmologists in Ontario: a 10-year review","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Population; Medicine; Distribution (mathematics); Demography; Optometry; Environmental health","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":[0.001391379,0.00079948,0.00226595,0.009194736,0.000686523,0.001663628,0.0012316,0.0008101815,0.002637328],"category_scores_gemma":[0.003964928,0.0005754757,0.002015595,0.02163194,0.0008987414,0.001146035,0.001064549,0.0005532862,0.0001821582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007393896,"about_ca_system_score_gemma":0.01980031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4767336,"about_ca_topic_score_gemma":0.7820438,"domain_scores_codex":[0.9988778,0.00009693076,0.0003748487,0.0001358856,0.000402168,0.0001124395],"domain_scores_gemma":[0.9963661,0.001182137,0.001373145,0.00004275731,0.0008551618,0.0001806233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004637269,0.00009207366,0.06966849,0.4846079,0.006507264,0.0009799608,0.001968888,0.0003133069,0.000544985,0.0009090058,0.02953033,0.4044141],"study_design_scores_gemma":[0.0001690206,0.0002371751,0.4291354,0.2702526,0.02940205,0.003219777,0.004636627,0.0001395183,0.0002884588,0.0004586838,0.2618923,0.000168386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00135864,0.9977964,0.00001135184,0.0001726243,0.00003406197,0.000007787281,0.0003529779,0.000001651774,0.0002646103],"genre_scores_gemma":[0.00661127,0.9929233,0.0000659656,0.0001271177,0.00002331572,0.000006897045,0.0001611283,7.12403e-7,0.0000803134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926061,"threshold_uncertainty_score":0.9479174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07826059692227226,"score_gpt":0.3829638430684452,"score_spread":0.3047032461461729,"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."}}