{"id":"W4234359056","doi":"10.1155/2009/808434","title":"Retinoblastoma: The Evidence Does Matter","year":2009,"lang":"en","type":"article","venue":"Analytical Cellular Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Computer science; Cancer research; Computational biology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002760692,0.0001349205,0.000276411,0.00004871102,0.00009844133,0.000008956765,0.0001145028,0.0001759165,0.0009700158],"category_scores_gemma":[0.0001594487,0.00006629483,0.0001478838,0.0001342294,0.0002597659,0.00003977422,0.00003371198,0.0002796235,0.001836549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003429014,"about_ca_system_score_gemma":0.00003632401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003479127,"about_ca_topic_score_gemma":0.000002262222,"domain_scores_codex":[0.9988902,0.0001606594,0.0002030394,0.0003032112,0.0001422515,0.0003006568],"domain_scores_gemma":[0.9991773,0.0001612833,0.00004260292,0.0004643125,0.00005070689,0.0001037825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001176986,0.001986472,0.8751537,0.00006906327,0.0004773246,0.03339357,0.0005749463,0.000004642808,0.04089975,0.01508232,0.01834486,0.01283638],"study_design_scores_gemma":[0.002237979,0.003135484,0.9510743,0.0001272883,0.001680146,0.002494016,0.0001087494,0.0007077552,0.01662069,0.009617153,0.01184197,0.0003544688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429351,0.0006745024,0.000640564,0.04311272,0.0001265069,0.0002338283,0.000001166504,0.00004369019,0.01223193],"genre_scores_gemma":[0.9857905,0.00003639368,0.0003158053,0.008531181,0.0001343475,0.000006028261,0.000007058333,0.000008035081,0.005170684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07592062,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910843073448853,"score_gpt":0.2994726008340053,"score_spread":0.2803641700995168,"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."}}