{"id":"W1895817876","doi":"","title":"Primary total laryngectomy versus organ preservation for T3/T4a laryngeal cancer: a population-based analysis of survival.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laryngectomy; Hazard ratio; Radiation therapy; Proportional hazards model; Cancer; Cancer registry; Internal medicine; Oncology; Chemotherapy; Population; Survival analysis; Surgery; Larynx; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373845,0.0001266026,0.0005761291,0.000218583,0.00006766887,0.000006235432,0.00005511765,0.0000692403,0.0000442847],"category_scores_gemma":[0.0002448098,0.0001120321,0.0001915988,0.0007395059,0.00002453054,0.0001673787,0.00002463019,0.00006717379,6.309794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363041,"about_ca_system_score_gemma":0.00008519948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138413,"about_ca_topic_score_gemma":0.0007358585,"domain_scores_codex":[0.998804,0.00003651352,0.0002836671,0.0001833489,0.0002991291,0.0003932874],"domain_scores_gemma":[0.9990849,0.0002593544,0.0001269132,0.0002054348,0.0001710475,0.0001523651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236069,0.0001902673,0.9737837,0.0002479149,0.001466353,4.078004e-7,0.0001745012,0.00005642206,0.0001156892,0.00008624887,0.0006659288,0.02197644],"study_design_scores_gemma":[0.003021023,0.00006901085,0.9914292,0.00001307892,0.002016067,1.340354e-7,0.0000273057,0.0003954135,0.0004203912,0.000002843553,0.002494195,0.000111312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937817,0.001519349,0.0001133074,0.00113945,0.0006023746,0.001091469,0.0001396618,0.00005414681,0.001558575],"genre_scores_gemma":[0.9965505,0.00004499174,0.0002205308,0.0001686628,0.0003697155,0.001788521,0.0004517443,0.00001998011,0.0003853381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02186513,"threshold_uncertainty_score":0.4568536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06058843912420047,"score_gpt":0.3094480884982657,"score_spread":0.2488596493740652,"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."}}