{"id":"W3170583146","doi":"10.1002/hed.26772","title":"Bleeding complications in patients with squamous cell carcinoma of the head and neck","year":2021,"lang":"en","type":"review","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"AstraZeneca","keywords":"Medicine; Head and neck squamous-cell carcinoma; Oncology; Internal medicine; Epidermal growth factor receptor; Head and neck cancer; Chemotherapy; Cancer","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":[0.0008095696,0.0006489018,0.002077636,0.00430878,0.0002494757,0.0008583178,0.0006075262,0.0006963435,0.002826879],"category_scores_gemma":[0.002202974,0.0002635774,0.001273798,0.006100996,0.0002695264,0.0008070501,0.0004836042,0.0005370537,0.0003471601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316819,"about_ca_system_score_gemma":0.001410033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451489,"about_ca_topic_score_gemma":0.006364656,"domain_scores_codex":[0.9995831,0.0001006105,0.0001463003,0.00005536427,0.00009168245,0.00002299608],"domain_scores_gemma":[0.9989525,0.0006295253,0.000274424,0.00001286314,0.000104942,0.00002578382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003609019,0.00004368663,0.002461909,0.2658007,0.001579489,0.0003541725,0.0001292112,0.0001342958,0.0003648321,0.0004327997,0.009857623,0.7184803],"study_design_scores_gemma":[0.0004688509,0.0008543283,0.05788639,0.3792128,0.02421014,0.01231519,0.0009516544,0.000250321,0.001055908,0.001401685,0.5212591,0.0001336454],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001680009,0.9996495,0.000007662973,0.00003212128,0.00001654896,0.000003325034,0.0000216139,8.564082e-7,0.0001002721],"genre_scores_gemma":[0.001253376,0.9985677,0.00003157247,0.0000475803,0.00002039258,0.000005652141,0.00003010647,2.89461e-7,0.0000433491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00430878,"threshold_uncertainty_score":0.009456813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897057604475624,"score_gpt":0.3232139495245144,"score_spread":0.2742433734797581,"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."}}