{"id":"W4406542406","doi":"10.1016/j.yped.2016.08.039","title":"10.1016/j.yped.2016.08.039","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; Melanoma; Dermatology; Evolutionary biology; Cancer research; Biology","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":[0.0004966081,0.0009957815,0.0004732323,0.001435714,0.0007151203,0.002200448,0.0008137666,0.00291344,0.8467391],"category_scores_gemma":[0.00130266,0.00035136,0.0005424628,0.0005722915,0.0006886825,0.00185498,0.0008496346,0.00137934,0.7454979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000719268,"about_ca_system_score_gemma":0.001010291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262598,"about_ca_topic_score_gemma":0.002228895,"domain_scores_codex":[0.9997447,0.00002244817,0.00002484956,0.00007355074,0.00006844551,0.00006600565],"domain_scores_gemma":[0.9993089,0.0001371587,0.0001053568,0.00003628843,0.0001350479,0.0002771934],"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":[0.0004508886,0.000424483,0.01242847,0.0006698527,0.00006244758,0.001034635,0.0001188574,0.0002966831,0.001073443,0.0035469,0.2657571,0.7141363],"study_design_scores_gemma":[0.0001313601,0.000278119,0.01404184,0.001815647,0.00009084203,0.01028012,0.0004577498,0.000512437,0.0008479137,0.005648256,0.9658527,0.00004293439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01212383,0.02803678,0.003276846,0.01165603,0.003971647,0.0001581638,0.004288178,0.001603804,0.9348847],"genre_scores_gemma":[0.03840619,0.01038788,0.002737422,0.003423136,0.00149735,0.0001176261,0.002589044,0.000315653,0.9405257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1532609,"threshold_uncertainty_score":0.2186081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006114089748288269,"score_gpt":0.1880190514537066,"score_spread":0.1819049617054183,"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."}}