{"id":"W4406468105","doi":"10.1016/j.ysur.2013.02.105","title":"10.1016/j.ysur.2013.02.105","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lymph; Metastatic melanoma; Melanoma; Oncology; Radiology; General surgery; Pathology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007367865,0.001242948,0.000574572,0.001983884,0.0008657508,0.002496246,0.000864836,0.003087937,0.872111],"category_scores_gemma":[0.001471,0.0004087147,0.0006614178,0.0007436699,0.0008474382,0.002198503,0.001135686,0.001542353,0.7994675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000808513,"about_ca_system_score_gemma":0.001139951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212859,"about_ca_topic_score_gemma":0.002105018,"domain_scores_codex":[0.9996696,0.00003021766,0.00003090453,0.0001012927,0.00009013699,0.00007793455],"domain_scores_gemma":[0.9991814,0.0001692925,0.0001180483,0.0000481941,0.0001839673,0.0002990547],"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":[0.0002516104,0.0003490564,0.009343616,0.0005456628,0.00004684909,0.0006625233,0.000112697,0.0002231999,0.0007641285,0.003599363,0.210341,0.7737603],"study_design_scores_gemma":[0.00008971131,0.0002382096,0.01113222,0.001747374,0.00008542567,0.008492033,0.0004719564,0.0005805512,0.0008003771,0.005857508,0.9704568,0.00004780763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01002329,0.02345352,0.0037301,0.009566146,0.003422981,0.0001591648,0.00307065,0.002014596,0.9445596],"genre_scores_gemma":[0.02851176,0.009418215,0.002753426,0.003191834,0.001333214,0.0001166261,0.001884802,0.0003985644,0.9523916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.127889,"threshold_uncertainty_score":0.1824181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006545807459092121,"score_gpt":0.1881670689845017,"score_spread":0.1816212615254096,"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."}}