{"id":"W4406464759","doi":"10.1016/j.ysur.2015.03.221","title":"10.1016/j.ysur.2015.03.221","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; Intensity (physics); Melanoma; General surgery; Cancer research; Optics","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":[0.0006169231,0.00106521,0.0004889654,0.001718064,0.0007954824,0.0022987,0.0008200086,0.002738813,0.8500071],"category_scores_gemma":[0.001442823,0.0003648498,0.0006114382,0.0006488604,0.000755013,0.001969522,0.0009987667,0.001302838,0.7543943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177102,"about_ca_system_score_gemma":0.001051911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051273,"about_ca_topic_score_gemma":0.00189504,"domain_scores_codex":[0.9997365,0.0000268342,0.00002720686,0.00007348591,0.00006962345,0.00006637196],"domain_scores_gemma":[0.9992374,0.0001663866,0.0001205501,0.00004301549,0.0001529803,0.0002796655],"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":[0.0002853949,0.000356954,0.0106887,0.0006078947,0.00004836567,0.0008250659,0.0001160935,0.0002267798,0.0007088197,0.003398068,0.2320765,0.7506614],"study_design_scores_gemma":[0.00011656,0.0002700383,0.01351928,0.001867718,0.0001019296,0.01024441,0.0005680635,0.0006526372,0.0008826873,0.007715337,0.9640127,0.00004864396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0121264,0.02560235,0.003829273,0.01177166,0.003882382,0.0001831275,0.003673762,0.00191709,0.9370139],"genre_scores_gemma":[0.04004762,0.01077657,0.002819132,0.003433434,0.001654754,0.000131672,0.002226075,0.0003823359,0.9385285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1499929,"threshold_uncertainty_score":0.2139466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006403792578792855,"score_gpt":0.196327033909252,"score_spread":0.1899232413304592,"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."}}