{"id":"W2946996357","doi":"10.1200/jco.2019.37.15_suppl.6085","title":"Development and validation of a prediction-score model for distant metastases in major salivary gland carcinoma.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cohort; Lymphovascular invasion; Internal medicine; Cumulative incidence; Incidence (geometry); Proportional hazards model; Oncology; Framingham Risk Score; Cancer; Disease; Metastasis","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":[0.005993943,0.0009070919,0.0008734779,0.001091425,0.0003149423,0.001017737,0.0009276289,0.0006121665,0.001078469],"category_scores_gemma":[0.008168887,0.0003567079,0.000901845,0.000530555,0.0002430938,0.0004066508,0.0007978582,0.0009021054,0.0005100758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867437,"about_ca_system_score_gemma":0.001791519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101376,"about_ca_topic_score_gemma":0.007967922,"domain_scores_codex":[0.9991609,0.0003677672,0.00006444105,0.0001488654,0.0001691364,0.00008887338],"domain_scores_gemma":[0.996384,0.002227253,0.000291709,0.000138416,0.0007634995,0.0001950802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106464,0.0007816437,0.484328,0.0001189068,0.0006658563,0.0002407839,0.00009998719,0.2989645,0.002087252,0.0004848756,0.004844802,0.2062769],"study_design_scores_gemma":[0.00006114211,0.0002253423,0.0187465,0.00001428918,0.00007048053,0.0000558131,0.00001347497,0.979574,0.0005692507,0.0002976442,0.0003617569,0.00001040468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527762,0.0004804826,0.1408286,0.0006953146,0.0001143254,0.0004983591,0.001816341,0.001343792,0.001446473],"genre_scores_gemma":[0.9618518,0.00008752583,0.03512727,0.00007829888,0.00002824472,0.0001924904,0.001979983,0.00003116101,0.0006231447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101376,"threshold_uncertainty_score":0.03169942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331911475652279,"score_gpt":0.4152466557838499,"score_spread":0.282055508218622,"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."}}