{"id":"W4406571949","doi":"10.1016/j.abdp.2023.03.003","title":"10.1016/j.abdp.2023.03.003","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; Psychology","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":[0.000466275,0.00139599,0.0006013362,0.001699602,0.0009361272,0.001451284,0.0009987282,0.00364411,0.9312886],"category_scores_gemma":[0.001042377,0.0005160339,0.0007497768,0.0007583249,0.0007677078,0.00201829,0.000892806,0.001458327,0.9134854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007585291,"about_ca_system_score_gemma":0.0007390135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331049,"about_ca_topic_score_gemma":0.003177366,"domain_scores_codex":[0.9997372,0.00002332351,0.00002955197,0.00006341844,0.00006345782,0.00008314425],"domain_scores_gemma":[0.9991685,0.0001900716,0.00007691614,0.00004157256,0.000179933,0.0003430001],"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":[0.0005086312,0.0003550602,0.006310631,0.00051223,0.00004634862,0.0009375962,0.00005492128,0.0004636985,0.001076341,0.002411198,0.2836525,0.7036709],"study_design_scores_gemma":[0.0001722935,0.000308715,0.008650583,0.001025831,0.00006450133,0.008777779,0.0002115732,0.0007479241,0.001038776,0.003328134,0.9756284,0.00004548734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003712678,0.004077648,0.001232165,0.003533662,0.001189445,0.00008921541,0.001830883,0.0007814615,0.9835528],"genre_scores_gemma":[0.009338403,0.001769771,0.001469729,0.001564737,0.0005587373,0.00006661392,0.001400774,0.0001790252,0.9836521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0687114,"threshold_uncertainty_score":0.09800839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006506219457652098,"score_gpt":0.1891733927061671,"score_spread":0.182667173248515,"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."}}