{"id":"W2905176546","doi":"10.1002/hed.25443","title":"AHNS series: Do you know your guidelines? Guideline recommendations for recurrent and persistent head and neck cancer after primary treatment","year":2018,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Head and neck cancer; Guideline; Primary treatment; Surgery; Primary tumor; Head and neck; Cancer; Radiation therapy; Radiology; Internal medicine; Metastasis","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":[0.003357415,0.0006177276,0.001193894,0.002842722,0.001093689,0.002097094,0.002843449,0.004915702,0.02040909],"category_scores_gemma":[0.02331132,0.0004013703,0.001747009,0.002120964,0.0006782813,0.002651382,0.001238359,0.004721884,0.01449821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317363,"about_ca_system_score_gemma":0.008048173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765674,"about_ca_topic_score_gemma":0.03560143,"domain_scores_codex":[0.9967831,0.0009444487,0.0009315992,0.0001316901,0.001002443,0.0002067303],"domain_scores_gemma":[0.982251,0.002878092,0.001948779,0.0003227711,0.01053131,0.002068152],"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":[0.00002091592,0.00005757335,0.0006859024,0.0008744504,0.0000211891,0.0001238143,0.00005206838,0.0001543187,0.00005791494,0.0009405569,0.9086354,0.08837591],"study_design_scores_gemma":[0.0001328291,0.00004580773,0.002862713,0.0148409,0.00009261733,0.0005859198,0.0001851853,0.0002673893,0.00009417647,0.003356919,0.9774993,0.00003619156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00291416,0.129287,0.008715696,0.6164408,0.03860707,0.004689907,0.01338497,0.001891139,0.1840692],"genre_scores_gemma":[0.02451467,0.2762129,0.08971631,0.409908,0.03386376,0.01157572,0.03615502,0.001030449,0.1170233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02040909,"threshold_uncertainty_score":0.06827515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225615373671268,"score_gpt":0.3982802212567388,"score_spread":0.3060240675200261,"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."}}