{"id":"W2611645644","doi":"10.3747/co.24.3489","title":"Systemic Therapy in the Curative Treatment of Head-and-Neck Squamous Cell Cancer: Cancer Care Ontario Clinical Practice Guideline","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"European Society for Medical Oncology; American Society for Radiation Oncology","keywords":"Medicine; Cetuximab; Guideline; Head and neck cancer; Cancer; Randomized controlled trial; Clinical trial; Induction chemotherapy; Concomitant; Radiation therapy; Laryngectomy; Oncology; Internal medicine; Intensive care medicine; Surgery; Larynx; Colorectal cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01194873,0.001143327,0.002171519,0.003495196,0.001483829,0.001775616,0.00498868,0.003907809,0.004323904],"category_scores_gemma":[0.03433806,0.0007986454,0.003920581,0.004644603,0.001238673,0.001800605,0.00182426,0.004158879,0.001636419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01725756,"about_ca_system_score_gemma":0.06851144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3362268,"about_ca_topic_score_gemma":0.5190049,"domain_scores_codex":[0.9889616,0.003700247,0.003164992,0.0004554067,0.003268747,0.0004490506],"domain_scores_gemma":[0.9713743,0.005159564,0.004598101,0.0005154849,0.016846,0.001506535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002752535,0.0001754487,0.005726278,0.07765478,0.001283591,0.0003875837,0.001189776,0.00195066,0.001123384,0.00603228,0.6452877,0.2589134],"study_design_scores_gemma":[0.001086222,0.0002238569,0.01655459,0.1659264,0.003218918,0.0004081341,0.0006043711,0.001686104,0.0005078183,0.005148876,0.8044691,0.0001656305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004822169,0.6485422,0.01451359,0.2482314,0.009079622,0.006557528,0.01174845,0.0004935116,0.05601148],"genre_scores_gemma":[0.07036141,0.6675259,0.1480991,0.068992,0.003957497,0.00941849,0.01382187,0.0001954374,0.01762833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6637732,"threshold_uncertainty_score":0.6685395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422419376361748,"score_gpt":0.5430409151822336,"score_spread":0.3007989775460589,"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."}}