{"id":"W2030692072","doi":"10.2310/7070.2001.19563","title":"Management of the Neck in N0 Squamous Cell Carcinoma of the Oral Cavity","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Neck dissection; Oral cavity; Basal cell; Surgery; Cancer; Epidermoid carcinoma; Carcinoma; Retrospective cohort study; Dissection (medical); Internal medicine; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000402046,0.00007076319,0.0001229329,0.0003236268,0.0001936839,0.0002286701,0.0001904126,0.0001937114,0.0005690886],"category_scores_gemma":[0.001533965,0.00003927166,0.0001881145,0.0003234133,0.00025343,0.0002174434,0.0001084338,0.0001439883,0.0000964533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545085,"about_ca_system_score_gemma":0.0008059422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584452,"about_ca_topic_score_gemma":0.006457148,"domain_scores_codex":[0.9998335,0.0000765446,0.00002262917,0.00001570481,0.00003467545,0.00001689194],"domain_scores_gemma":[0.999759,0.0001183945,0.00007134631,0.00001081768,0.00002296066,0.00001736482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007512519,0.0001537294,0.3875262,0.004704036,0.0001736052,0.004242461,0.001044991,0.0008021581,0.008682095,0.0005389576,0.002444035,0.5889364],"study_design_scores_gemma":[0.0001298347,0.002534402,0.9331431,0.004113791,0.0005911136,0.0249765,0.002564142,0.0003072652,0.004382083,0.0008699113,0.02636036,0.00002748219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.686465,0.3039678,0.0006249056,0.0008850148,0.0001277402,0.00003842758,0.00008159602,0.00001066139,0.007798938],"genre_scores_gemma":[0.9384329,0.0605053,0.0003705405,0.0001969206,0.0001016315,0.00001505404,0.00006120887,0.000001976571,0.0003145016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584452,"threshold_uncertainty_score":0.005138814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921527374927788,"score_gpt":0.2716013891480274,"score_spread":0.2523861153987495,"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."}}