{"id":"W1984937110","doi":"10.1016/j.jcjo.2012.08.012","title":"National variations in retinopathy of prematurity screening criteria in Canada: existent guidelines and actual practice patterns","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Retinopathy of prematurity; Medicine; Optometry; Pediatrics; Biology; Gestational age; Pregnancy","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":[0.003274258,0.0002069883,0.0004291561,0.003980613,0.002057041,0.001760702,0.001626672,0.0007038822,0.002280313],"category_scores_gemma":[0.0188778,0.0003607902,0.0005871942,0.01189898,0.001069378,0.000652871,0.0008659188,0.00083282,0.0001384062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02995122,"about_ca_system_score_gemma":0.05169236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808885,"about_ca_topic_score_gemma":0.9898911,"domain_scores_codex":[0.995873,0.0004635589,0.0007892399,0.0005776673,0.001585947,0.0007105515],"domain_scores_gemma":[0.9737638,0.004387327,0.004126495,0.0004709554,0.01354668,0.003704731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005156656,0.00003196297,0.9748961,0.0001564139,0.00006456174,0.00007276976,0.0017906,0.0001456294,0.0001418711,0.0004957374,0.004510731,0.01764201],"study_design_scores_gemma":[0.000007393152,0.00001000487,0.9956725,0.0001645712,0.00002590252,0.00008954989,0.001870993,0.0002178954,0.00005144919,0.00005934752,0.001817302,0.00001322242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942975,0.01356578,0.0006691117,0.01388412,0.000143561,0.0001492132,0.008096843,0.00009939342,0.02041692],"genre_scores_gemma":[0.9918547,0.003884323,0.001133531,0.0008982609,0.00002090017,0.00003257739,0.001465514,0.00002644624,0.0006838074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9700488,"threshold_uncertainty_score":0.2173123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08940919422660183,"score_gpt":0.3540949649625419,"score_spread":0.2646857707359401,"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."}}