{"id":"W2040483619","doi":"10.1002/pbc.21350","title":"Global issues and opportunities for optimized retinoblastoma care","year":2007,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; SickKids Foundation; Hospital for Sick Children; Ontario Institute for Cancer Research","funders":"","keywords":"Retinoblastoma; Medicine; Malignancy; Blood cancer; Pediatrics; Pediatric cancer; Intensive care medicine; Cancer; Internal medicine; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001409556,0.0004554359,0.001794905,0.0001589925,0.0001070103,0.00001747813,0.00009556786,0.000588376,0.0000980717],"category_scores_gemma":[0.00004368238,0.0003545801,0.0004287398,0.0001966475,0.00008031113,0.00003746867,0.00006098727,0.0001949749,0.00000729959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738936,"about_ca_system_score_gemma":0.0009820519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007695422,"about_ca_topic_score_gemma":0.00002983628,"domain_scores_codex":[0.9984022,0.0000597695,0.0004574041,0.0004846534,0.0002001368,0.0003958817],"domain_scores_gemma":[0.9989116,0.0001345358,0.0002824214,0.0002699259,0.0001734709,0.0002280605],"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":[0.0001405523,0.0001460979,0.001923901,0.03937503,0.001153944,0.0004146209,0.00006057107,1.390345e-7,2.139785e-9,0.00004434161,0.003691244,0.9530495],"study_design_scores_gemma":[0.003151217,0.0005016395,0.00007036837,0.001745783,0.03432111,0.0002005905,0.00006008585,3.723571e-7,2.701985e-7,0.000009187069,0.9596527,0.0002866897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001950981,0.9953205,0.00001004824,0.0001233099,0.000491577,0.001653603,0.0006709863,0.00007740864,0.001457445],"genre_scores_gemma":[0.00001670361,0.9928091,0.0019302,0.0001673976,0.002247206,0.000611401,0.0003438832,0.00005550079,0.001818649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9559615,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08820968553787,"score_gpt":0.4068294088443022,"score_spread":0.3186197233064322,"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."}}