{"id":"W2036759099","doi":"10.1586/era.10.49","title":"2010 Multidisciplinary Head and Neck Cancer Symposium","year":2010,"lang":"en","type":"article","venue":"Expert Review of Anticancer Therapy","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"American Head and Neck Society; Vanderbilt University","keywords":"Medicine; Multidisciplinary approach; Head and neck cancer; Head and neck; Clinical Oncology; Clinical trial; Cancer; Medical physics; Oncology; Internal medicine; 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":[0.002081361,0.0006069561,0.0004627337,0.001152712,0.0008650986,0.001470417,0.0005506699,0.001904289,0.02100455],"category_scores_gemma":[0.001702934,0.0001854857,0.0005397116,0.0006141643,0.0002043177,0.0005708356,0.001444292,0.001336217,0.004836572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026465,"about_ca_system_score_gemma":0.004453818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401909,"about_ca_topic_score_gemma":0.01570313,"domain_scores_codex":[0.9993475,0.0002116256,0.0000484862,0.0001050452,0.0002201274,0.00006712667],"domain_scores_gemma":[0.9989057,0.0001179448,0.0000825633,0.00002050852,0.0004378913,0.0004355112],"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":[0.0002553212,0.0001961836,0.001543483,0.0009529513,0.00008558292,0.0004316432,0.0002111208,0.0002238594,0.00172441,0.001099878,0.7408946,0.2523811],"study_design_scores_gemma":[0.00005005151,0.000168005,0.005302126,0.000832523,0.00005278398,0.0007654618,0.0002142613,0.0001097939,0.0004713798,0.0003303986,0.9916868,0.00001650389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02467417,0.5493982,0.002952479,0.1919542,0.0959259,0.0007752817,0.001610686,0.0002401473,0.1324689],"genre_scores_gemma":[0.132726,0.4519839,0.007463824,0.05535499,0.0560742,0.001181686,0.003019006,0.00008891949,0.2921074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02100455,"threshold_uncertainty_score":0.07026726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016129366901037,"score_gpt":0.3904233960774461,"score_spread":0.3602621024084358,"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."}}