{"id":"W4256195469","doi":"10.3410/f.735862323.793565133","title":"Faculty Opinions recommendation of Gemcitabine and cisplatin induction chemotherapy in nasopharyngeal carcinoma.","year":2019,"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":"Gemcitabine; Nasopharyngeal carcinoma; Cisplatin; Induction chemotherapy; Oncology; Chemotherapy; Medicine; Internal medicine; Radiation therapy","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":[0.001820083,0.001362981,0.00199748,0.00355092,0.0005268147,0.002415295,0.002538739,0.002222764,0.1230407],"category_scores_gemma":[0.01845237,0.0005771146,0.002144831,0.00542932,0.0002791353,0.001261832,0.001327429,0.001672785,0.06892055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730461,"about_ca_system_score_gemma":0.004933217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774831,"about_ca_topic_score_gemma":0.04185435,"domain_scores_codex":[0.9979462,0.0004089544,0.0004592237,0.0005189501,0.0004645262,0.0002021752],"domain_scores_gemma":[0.9916028,0.002932005,0.001535271,0.001124396,0.001991526,0.000813843],"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":[0.0001974301,0.00002033952,0.001489767,0.002335893,0.0001222832,0.00001573611,0.000006717837,0.0001186389,0.00008964004,0.0001787144,0.9908472,0.004577501],"study_design_scores_gemma":[0.001042809,0.00004134712,0.01076818,0.001581902,0.0003063839,0.00008817178,0.00002592718,0.0003617319,0.0003781652,0.0006928095,0.9846787,0.00003375826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001387782,0.0002653776,0.00003799997,0.0001555958,0.00005815756,0.00002265449,0.9981021,0.00009484129,0.001124451],"genre_scores_gemma":[0.0009761474,0.0003298758,0.0002620503,0.0002481165,0.00004481446,0.0001145799,0.9962542,0.00006727556,0.001702896],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1230407,"threshold_uncertainty_score":0.411612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444077364235138,"score_gpt":0.3705651720129744,"score_spread":0.326124398370623,"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."}}