{"id":"W4246683869","doi":"10.3410/f.734010824.793550984","title":"Faculty Opinions recommendation of Paclitaxel Plus Cetuximab as 1st Line Chemotherapy in Platinum-Based Chemoradiotherapy-Refractory Patients With Squamous Cell Carcinoma of the Head and Neck.","year":2018,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cetuximab; Paclitaxel; Oncology; Internal medicine; Medicine; Head and neck; Refractory (planetary science); Chemoradiotherapy; Head and neck squamous-cell carcinoma; Chemotherapy; Platinum; Basal cell; Head and neck cancer; Radiation therapy; Cancer; Surgery; Biology","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":[0.001398748,0.0008273129,0.00131984,0.001298824,0.0003211428,0.001433666,0.002074407,0.001577551,0.04723602],"category_scores_gemma":[0.01488428,0.0003710279,0.001939197,0.003044322,0.0001938653,0.0009403989,0.0008310283,0.001320749,0.01644863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423812,"about_ca_system_score_gemma":0.003009513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652156,"about_ca_topic_score_gemma":0.04036427,"domain_scores_codex":[0.9987255,0.0003129319,0.0002860876,0.0003504487,0.0002228645,0.0001022089],"domain_scores_gemma":[0.9945194,0.001975553,0.001632007,0.0005602574,0.0008479105,0.0004648932],"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":[0.001891081,0.00008510999,0.01255146,0.004307595,0.000848426,0.00003886454,0.00001458836,0.0004326413,0.0001581121,0.0003221795,0.9697055,0.009644424],"study_design_scores_gemma":[0.01258598,0.0003185354,0.09320115,0.004552334,0.002926296,0.0003945274,0.00009911376,0.002042415,0.00105313,0.001778734,0.8809429,0.0001048411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009598143,0.0004232063,0.00004585315,0.00028425,0.00005060483,0.00003056139,0.9971924,0.00006240436,0.0009508744],"genre_scores_gemma":[0.006070739,0.0005310829,0.000424312,0.0005172736,0.00006171752,0.0002248519,0.9908373,0.00005357536,0.001279121],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04723602,"threshold_uncertainty_score":0.1580203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276219034569005,"score_gpt":0.3321682643531161,"score_spread":0.3094060740074261,"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."}}