{"id":"W2900568572","doi":"10.1093/annonc/mdy438.035","title":"Survival predictors of major salivary gland cancer","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Head and neck cancer; Population; Oncology; Epidemiology; Internal medicine; Incidence (geometry); Retrospective cohort study; Survival analysis; Cancer; Environmental health","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":[0.0004588005,0.0002604806,0.0002455804,0.000483297,0.0004453029,0.0006987373,0.0002873523,0.0004837984,0.004854556],"category_scores_gemma":[0.002462465,0.0001674529,0.0006279183,0.0007737583,0.0002680074,0.0005189911,0.0004657202,0.0009701595,0.0004897383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242615,"about_ca_system_score_gemma":0.0007164662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596182,"about_ca_topic_score_gemma":0.005250871,"domain_scores_codex":[0.9997634,0.00004467722,0.00002168558,0.00003325104,0.00003524599,0.0001016553],"domain_scores_gemma":[0.9982566,0.0004511846,0.0004548091,0.00008745486,0.0002135583,0.0005362422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455832,0.00002404945,0.995933,0.000009735066,0.00003406909,0.00006629864,0.00002664805,0.00008359709,0.0001539721,0.00003943766,0.0003944944,0.00308919],"study_design_scores_gemma":[0.000004656175,0.00005922836,0.9982734,0.000008496747,0.00006161776,0.0002402726,0.000208027,0.0003830224,0.00008961939,0.000137147,0.0005302256,0.000004318583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952363,0.001275284,0.0001437725,0.0004914245,0.00005441428,0.000004316867,0.0006816151,0.0000138914,0.002098919],"genre_scores_gemma":[0.998931,0.0002075183,0.00003292962,0.00003148868,0.00005192566,0.000002036412,0.0003384448,0.000002881015,0.000401743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004854556,"threshold_uncertainty_score":0.01624012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0907895018719062,"score_gpt":0.4099036142271635,"score_spread":0.3191141123552573,"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."}}