{"id":"W2765869742","doi":"10.1016/j.ophtha.2017.09.001","title":"Screening Children at Risk for Retinoblastoma","year":2017,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Medicine; Genetic counseling; Referral; Strabismus; Pediatrics; Family history; Pediatric ophthalmology; Population; Sibling; Family medicine; Surgery; Environmental health; Genetics","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":[0.006530743,0.0005787583,0.0006361621,0.001530984,0.0005606028,0.0003892003,0.0010691,0.001725774,0.001165022],"category_scores_gemma":[0.010208,0.0002104927,0.0005477674,0.0006297037,0.0003192943,0.0004218155,0.0008122567,0.00184981,0.0003907115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007905448,"about_ca_system_score_gemma":0.004382289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006801634,"about_ca_topic_score_gemma":0.008198182,"domain_scores_codex":[0.9969082,0.0011734,0.0004700937,0.0002409773,0.0008774485,0.0003298211],"domain_scores_gemma":[0.9923327,0.002178386,0.001597119,0.0001622888,0.002908446,0.0008211742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004330117,0.0003231709,0.433307,0.003141852,0.0002261903,0.002220195,0.0010143,0.001929132,0.005289369,0.001118394,0.1479184,0.403079],"study_design_scores_gemma":[0.0005206361,0.001111871,0.6549438,0.02177083,0.001024998,0.01741073,0.003005156,0.002711666,0.007553433,0.002356776,0.2874257,0.000164467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4741178,0.1745463,0.03454585,0.2056949,0.004792423,0.005167885,0.01031238,0.00162214,0.08920024],"genre_scores_gemma":[0.7667038,0.09936252,0.0738582,0.03851503,0.002431015,0.002455354,0.009475335,0.0001363594,0.007062317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006801634,"threshold_uncertainty_score":0.03453833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304956779313624,"score_gpt":0.3426985559118245,"score_spread":0.3122028779804621,"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."}}