{"id":"W2138717155","doi":"10.1158/1078-0432.ccr-09-2014","title":"Serum Prognostic Markers in Head and Neck Cancer","year":2010,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Internal medicine; Medicine; Oncology; Hazard ratio; Quartile; Confidence interval; Head and neck cancer; Proportional hazards model; Cancer; Head and neck squamous-cell carcinoma; Incidence (geometry); Gastroenterology","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":[0.003561238,0.000491285,0.000785035,0.0007571042,0.0002175156,0.0006033059,0.0004586892,0.0005320449,0.0005286123],"category_scores_gemma":[0.01366372,0.0001600011,0.0005330546,0.001286121,0.0004420602,0.0003579755,0.0002670242,0.000499928,0.0001143309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587994,"about_ca_system_score_gemma":0.0008282444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007740585,"about_ca_topic_score_gemma":0.0009629939,"domain_scores_codex":[0.998635,0.0007176777,0.0001367406,0.000129792,0.0003292082,0.00005161202],"domain_scores_gemma":[0.9924474,0.004646255,0.002180886,0.0001981918,0.0003952514,0.000132019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008204134,0.000242737,0.8669614,0.001417687,0.001074102,0.0001681955,0.00003806513,0.00174129,0.0006655072,0.0001424644,0.0007222418,0.1186223],"study_design_scores_gemma":[0.002645729,0.009023002,0.9539058,0.001172359,0.004543611,0.002259904,0.0001358009,0.01393163,0.004949515,0.001679422,0.005694298,0.00005905748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484716,0.1461671,0.002387732,0.001156897,0.0002143414,0.00007618418,0.0006833363,0.00006381125,0.0007790613],"genre_scores_gemma":[0.9924064,0.005744064,0.00106269,0.0001748582,0.0001594655,0.00004481793,0.0003430264,0.000002554534,0.00006206826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003561238,"threshold_uncertainty_score":0.01883388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2494159103349582,"score_gpt":0.5694165880369855,"score_spread":0.3200006777020272,"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."}}