{"id":"W6976706586","doi":"10.60692/xy002-1e179","title":"Multicenter, International Assessment of the Eighth Edition of the American Joint Committee on Cancer Cancer Staging Manual for Conjunctival Melanoma","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cancer staging; Cancer; Melanoma; Presentation (obstetrics); Pathological; Metastasis; Radiation therapy; Stage (stratigraphy)","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":[0.004304267,0.0004270864,0.0005695486,0.003375037,0.0005537553,0.0006543382,0.0006784823,0.0002202361,0.001517866],"category_scores_gemma":[0.006502079,0.0002480858,0.0005580438,0.003586638,0.0002680997,0.0004458143,0.0007305333,0.0005390635,0.0003686274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196696,"about_ca_system_score_gemma":0.001620127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494105,"about_ca_topic_score_gemma":0.033505,"domain_scores_codex":[0.9980487,0.000731269,0.0004010384,0.0002124008,0.0004713622,0.0001352247],"domain_scores_gemma":[0.9939558,0.0006141845,0.002606042,0.0006506183,0.001919604,0.0002537312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001822124,0.00004140216,0.9594087,0.0001209458,0.0001708773,0.00006252333,0.00009878472,0.0003168711,0.0005283648,0.0002516923,0.01554775,0.02326992],"study_design_scores_gemma":[0.00007062933,0.0001101053,0.9866229,0.00008208459,0.000130063,0.0004232565,0.0001429585,0.0009652651,0.0002106632,0.0001897095,0.01103686,0.00001563776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788187,0.01652054,0.01690443,0.001419038,0.0006834726,0.005467366,0.05642606,0.0004270223,0.02333341],"genre_scores_gemma":[0.9006515,0.00430758,0.02599071,0.0004167066,0.0002498216,0.005261671,0.05885125,0.0001033579,0.004167559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494105,"threshold_uncertainty_score":0.02970815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852135111356566,"score_gpt":0.3014299896816515,"score_spread":0.2729086385680859,"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."}}