{"id":"W2084039079","doi":"10.2310/7070.2004.00075","title":"Smoking Cessation in Patients Diagnosed with Head and Neck Cancer","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Smoking cessation; Head and neck cancer; Incidence (geometry); Internal medicine; Univariate analysis; Cancer; Multivariate analysis; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785952,0.0000623689,0.0002392817,0.00007335964,0.00004247504,0.000002694106,0.00003967937,0.00003421226,0.00001218116],"category_scores_gemma":[0.00004126765,0.000033401,0.0000155199,0.00009849013,0.00006718235,0.00006555524,0.00001473104,0.000205829,4.773127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008748104,"about_ca_system_score_gemma":0.00009179433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711595,"about_ca_topic_score_gemma":0.0006047911,"domain_scores_codex":[0.9994853,0.00003941529,0.0001872955,0.00004909764,0.0001210114,0.0001178649],"domain_scores_gemma":[0.9996347,0.00005177235,0.0001277586,0.00005704651,0.00008934086,0.00003932664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007122365,0.0000829709,0.9946422,0.00002011044,0.00005267268,0.00004948299,0.002555988,0.0000573497,0.0001056581,0.00001439807,0.00003978017,0.001667132],"study_design_scores_gemma":[0.007064518,0.001577816,0.9902112,0.0003509979,0.00006465207,0.0001119817,0.0001402098,0.000002656959,0.0001886959,0.00007095801,0.0001800488,0.000036207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961426,0.001215883,0.00001536646,0.002215474,0.0000893108,0.0001167406,5.518301e-7,0.000002683671,0.0002013846],"genre_scores_gemma":[0.9981604,0.0009397369,0.00007530575,0.000738729,0.00006954983,0.000003340643,3.92402e-7,0.000006265955,0.000006275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006352281,"threshold_uncertainty_score":0.1362053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651659648407381,"score_gpt":0.2864020946533406,"score_spread":0.2698854981692668,"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."}}