{"id":"W2994139572","doi":"","title":"Mapping Global Prevalence, Treatment Capacity and Expertise for Retinoblastoma","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Medicine; Optometry; Biology; 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":[0.001056811,0.0002820048,0.00021179,0.003120772,0.0002542754,0.0006976972,0.0005044398,0.0003439265,0.006302802],"category_scores_gemma":[0.006156848,0.0002236011,0.0005706925,0.00314846,0.0003435819,0.001029231,0.001279362,0.0004691075,0.0009939437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009031834,"about_ca_system_score_gemma":0.000917469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02930662,"about_ca_topic_score_gemma":0.0220727,"domain_scores_codex":[0.9992998,0.0002061626,0.00007308006,0.0001375932,0.00008940458,0.0001939792],"domain_scores_gemma":[0.9966154,0.0006743516,0.0014097,0.0002151821,0.0007868391,0.0002985809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003875809,0.00001337404,0.9897199,0.0000958258,0.00007452196,0.00002789227,0.0002745936,0.0002626372,0.0001181021,0.0003355923,0.001909075,0.007129711],"study_design_scores_gemma":[0.000006123705,0.00003325036,0.995983,0.00011867,0.00004377452,0.0001551375,0.001130897,0.0005659063,0.00009965795,0.0001799765,0.001677346,0.000006197561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698683,0.001906495,0.000625569,0.001235903,0.00001701414,0.0000360131,0.021599,0.00005148672,0.004660291],"genre_scores_gemma":[0.9957781,0.0004838876,0.000370926,0.00006917195,0.00001238719,0.0000417088,0.002963494,0.0000095087,0.0002707739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02930662,"threshold_uncertainty_score":0.05827206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870499169612851,"score_gpt":0.3783885807849577,"score_spread":0.3096835890888292,"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."}}