{"id":"W3128188926","doi":"10.26443/mjm.v1i1.435","title":"Retinopathy of Prematurity: A Clinical Approach","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Retinopathy of prematurity; Medicine; Childhood blindness; Blindness; Retinopathy; Incidence (geometry); Pediatrics; Retinal detachment; Pathophysiology; Retinal Disorder; Retina; Ophthalmology; Retinal; Pregnancy; Optometry; Internal medicine; Gestational age; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005883738,0.0009796881,0.0008002944,0.00369419,0.0008654481,0.001333967,0.001001304,0.001486115,0.002437156],"category_scores_gemma":[0.001200879,0.0001838072,0.0002743932,0.001366688,0.0008591498,0.001734338,0.001231839,0.002132647,0.0008000775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588371,"about_ca_system_score_gemma":0.001592974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701181,"about_ca_topic_score_gemma":0.003590144,"domain_scores_codex":[0.9996744,0.00007449962,0.00006232934,0.00004913678,0.0000950486,0.000044457],"domain_scores_gemma":[0.9996672,0.00006181471,0.00004361652,0.00001175408,0.0001157808,0.00009978696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000361907,0.0007346121,0.06626533,0.003126484,0.00009476829,0.0719165,0.001733362,0.0007161676,0.008037399,0.04025016,0.1144423,0.6923209],"study_design_scores_gemma":[0.0000768609,0.0009205737,0.0572024,0.007358215,0.00012503,0.3622361,0.00331183,0.001006532,0.001399055,0.02235813,0.543893,0.0001121593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02788559,0.839071,0.008814646,0.03677784,0.004108842,0.0004913675,0.000426813,0.0001830003,0.08224095],"genre_scores_gemma":[0.1962184,0.7389555,0.01711238,0.01652006,0.01428032,0.0005577111,0.0005866548,0.00004677199,0.0157222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00369419,"threshold_uncertainty_score":0.0115245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264545273435347,"score_gpt":0.362549097450821,"score_spread":0.2360945701072862,"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."}}