{"id":"W7161973464","doi":"10.82308/8922","title":"Effects of beta blockers on survival in head and neck cancer","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck; Neoplasm staging; Head and neck cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009411165,0.0001205589,0.0003453469,0.0004217278,0.0002656466,0.0006241885,0.0001935178,0.0003065293,0.00152977],"category_scores_gemma":[0.002651079,0.00007306132,0.0006130181,0.0006666302,0.0001483395,0.0002345997,0.0002643759,0.0004524148,0.0001907806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278262,"about_ca_system_score_gemma":0.001584241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381046,"about_ca_topic_score_gemma":0.05872283,"domain_scores_codex":[0.9994971,0.000171146,0.00004048883,0.00005275424,0.0001128753,0.0001257109],"domain_scores_gemma":[0.9984671,0.0005878978,0.0003893093,0.00007038021,0.0002671962,0.0002180108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006607835,0.0001711299,0.9164557,0.0004460456,0.000676269,0.0001341627,0.0001840711,0.0004974447,0.0008119184,0.00006913061,0.001376824,0.07256944],"study_design_scores_gemma":[0.000171139,0.001998321,0.9931102,0.0001609832,0.0007715562,0.0001300632,0.0001781426,0.0003254016,0.0004100861,0.0000577219,0.00267572,0.00001059676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408982,0.05247843,0.000110696,0.0007814574,0.0001063298,0.00003712453,0.001606082,0.00001112332,0.003970597],"genre_scores_gemma":[0.9911965,0.006986163,0.00006335144,0.0002854538,0.00006070201,0.00002805445,0.0005903939,0.000002532349,0.0007868796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03381046,"threshold_uncertainty_score":0.06722736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009657564385420231,"score_gpt":0.2997208645580517,"score_spread":0.2900633001726315,"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."}}