{"id":"W3212858502","doi":"","title":"Clinically preventable causes of unfavourable retinoblastoma treatment outcomes","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Retinoblastoma; Medicine; Intensive care medicine; Pediatrics; 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":[0.001177738,0.0002749649,0.0003714692,0.001343843,0.0008312216,0.001282746,0.0007744934,0.0005347357,0.005301654],"category_scores_gemma":[0.009748525,0.000127438,0.0005659449,0.001354577,0.0005878289,0.0006698521,0.0008583557,0.001652313,0.0004568467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163608,"about_ca_system_score_gemma":0.003259306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004892217,"about_ca_topic_score_gemma":0.007901372,"domain_scores_codex":[0.9983308,0.0002863268,0.0002087772,0.0002104504,0.0005047662,0.0004589965],"domain_scores_gemma":[0.9921335,0.001482303,0.004288385,0.0004732912,0.0008739925,0.0007484792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002541832,0.0000705089,0.9748035,0.00008302862,0.0001058143,0.0008698969,0.0001501863,0.0001501792,0.0003792877,0.001200983,0.001497124,0.02043542],"study_design_scores_gemma":[0.00001637569,0.0001359638,0.98839,0.0001077869,0.0001454272,0.004710604,0.000611275,0.0004271487,0.000606631,0.00237076,0.002455749,0.00002235013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595482,0.005358612,0.001347569,0.003109567,0.0001777588,0.00007905909,0.003355434,0.0001467924,0.02687704],"genre_scores_gemma":[0.9982246,0.0003681641,0.0001697208,0.00007195874,0.00006371994,0.00001124564,0.0006282986,0.00001114347,0.0004512075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005301654,"threshold_uncertainty_score":0.01773578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981373207356704,"score_gpt":0.3969083825865041,"score_spread":0.347094650512937,"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."}}