{"id":"W1981488326","doi":"10.1002/hed.22930","title":"Patient preferences for oropharyngeal cancer treatment de‐escalation","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Princess Margaret Cancer Centre; Health Sciences Centre; Hamilton Health Sciences; University of Toronto; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Chemoradiotherapy; Head and neck cancer; Radiation therapy; Oncology; Internal medicine; Chemotherapy; Pathological; Cancer; Human papillomavirus; Head and neck; Surgery","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":[0.003283075,0.00009882462,0.0001260539,0.0001415429,0.0003681356,0.0006637584,0.0001750517,0.0004060984,0.003456275],"category_scores_gemma":[0.0120835,0.00006049792,0.000339225,0.0001508177,0.0003086887,0.0003760755,0.0003530715,0.0007093236,0.0002003012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004822341,"about_ca_system_score_gemma":0.0003681896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110888,"about_ca_topic_score_gemma":0.001013511,"domain_scores_codex":[0.9977422,0.001669872,0.0001235731,0.00006374365,0.0002814004,0.0001191995],"domain_scores_gemma":[0.9942986,0.003940132,0.000996409,0.0001307153,0.0002403073,0.0003938828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00781016,0.001223318,0.664632,0.0008282158,0.0006108718,0.002432947,0.02398594,0.003419815,0.011167,0.002538476,0.008300768,0.2730504],"study_design_scores_gemma":[0.001291593,0.01660556,0.8188125,0.0006480722,0.0006350944,0.01676994,0.06635886,0.007801592,0.008969495,0.005370228,0.05646398,0.0002730244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939726,0.0004817291,0.0003371939,0.00156454,0.00001664042,0.00002475621,0.00004272988,0.000004408448,0.003555391],"genre_scores_gemma":[0.9990778,0.0001548497,0.0003081843,0.0003214971,0.00001144392,0.000007743733,0.00002098539,0.000001002706,0.00009641924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456275,"threshold_uncertainty_score":0.01736271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688285712481143,"score_gpt":0.359784329718849,"score_spread":0.2929014725940375,"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."}}