{"id":"W4252683545","doi":"10.1002/9780471420194.tnmc02.pub2","title":"Head and Neck Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Head and neck; Thyroid carcinoma; Medicine; Thyroid; Anaplastic carcinoma; Carcinoma; Melanoma; Pathology; Internal medicine; Cancer research; Surgery","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":[0.000138656,0.0005358885,0.0003394061,0.001376546,0.0007423044,0.001034171,0.0004645222,0.0006333816,0.1227398],"category_scores_gemma":[0.0006032308,0.0001134423,0.0004392532,0.001107638,0.000350381,0.0005158989,0.0006787711,0.0007356945,0.06495282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282828,"about_ca_system_score_gemma":0.001085476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007131827,"about_ca_topic_score_gemma":0.01218922,"domain_scores_codex":[0.999729,0.00001532626,0.00001554084,0.0000355989,0.0001264954,0.00007809357],"domain_scores_gemma":[0.9998217,0.00001435032,0.00001834976,0.00002223702,0.00007419549,0.00004914566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008788913,0.00006662192,0.008731261,0.0006234035,0.0000293717,0.01086901,0.0001324061,0.0002429297,0.005208945,0.006349556,0.4752317,0.492427],"study_design_scores_gemma":[0.00001537154,0.00003020592,0.01243417,0.0003389138,0.00001885866,0.02333189,0.0001061023,0.00009580526,0.001137051,0.001576802,0.9609031,0.00001183361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009083714,0.02804873,0.002114535,0.002106878,0.002411654,0.0002445654,0.008666105,0.0005257168,0.9467981],"genre_scores_gemma":[0.1089091,0.03076387,0.004714472,0.004365499,0.002400285,0.0001939964,0.01313336,0.0003336974,0.8351857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1227398,"threshold_uncertainty_score":0.4106056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330475962078266,"score_gpt":0.2871246380967883,"score_spread":0.2738198784760057,"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."}}