{"id":"W3081065365","doi":"10.1016/j.ophtha.2020.05.050","title":"A Multicenter, International Collaborative Study for American Joint Committee on Cancer Staging of Retinoblastoma","year":2020,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"Kræftfonden","keywords":"Medicine; Enucleation; Cancer staging; Retinoblastoma; Cancer; Metastasis; Cancer registry; Oncology; Retrospective cohort study; Internal medicine; Pathological; Surgery","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":[0.005875376,0.0008464141,0.001128467,0.00252528,0.001670503,0.001692188,0.001068841,0.0008827956,0.001410916],"category_scores_gemma":[0.008844086,0.0005028582,0.001182593,0.00404327,0.000615664,0.001428911,0.001606502,0.0009374995,0.0003114057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154716,"about_ca_system_score_gemma":0.002311956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054899,"about_ca_topic_score_gemma":0.03760705,"domain_scores_codex":[0.9960843,0.001736396,0.000414579,0.0008153546,0.0005728456,0.0003765609],"domain_scores_gemma":[0.9932615,0.0009599346,0.002520604,0.0009479804,0.001689545,0.0006203752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144514,0.0001345726,0.994094,0.0000368972,0.0004921968,0.00003728193,0.0002120009,0.00009145348,0.0002953118,0.0001055255,0.001450912,0.00190546],"study_design_scores_gemma":[0.0004775041,0.000206781,0.9963152,0.00003817923,0.0006929237,0.0001656334,0.0005486463,0.0003071522,0.0001165319,0.00007383781,0.00104079,0.00001692543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899445,0.00105797,0.000584896,0.0001698751,0.00007114081,0.0004024225,0.005599934,0.00002307812,0.002146292],"genre_scores_gemma":[0.9933887,0.0002345788,0.0005278025,0.0000929235,0.00005430668,0.0002890133,0.00508402,0.00001930333,0.0003093403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054899,"threshold_uncertainty_score":0.04085881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297061074008178,"score_gpt":0.3852650489107234,"score_spread":0.3322944381706416,"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."}}