{"id":"W4406563578","doi":"10.1016/j.abdp.2022.06.016","title":"10.1016/j.abdp.2022.06.016","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":"Spitz nevus; Dermatology; Medicine; Melanoma; Nevus; 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":[0.000460627,0.001371668,0.0005626807,0.001705501,0.0008777685,0.001403273,0.0009583575,0.00358926,0.9154709],"category_scores_gemma":[0.001068971,0.0004860772,0.0007781005,0.0007011497,0.0007227547,0.0019334,0.0008653566,0.00138119,0.8958583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007176043,"about_ca_system_score_gemma":0.0007441988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998417,"about_ca_topic_score_gemma":0.002846768,"domain_scores_codex":[0.9997388,0.00002518975,0.00002875482,0.00006336799,0.00006316756,0.00008079461],"domain_scores_gemma":[0.9991733,0.0001821773,0.00008001126,0.00004377387,0.0001840562,0.0003366223],"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":[0.0004785565,0.0003370304,0.006339526,0.0004836544,0.00004667422,0.0009780579,0.0000499697,0.0004471903,0.001032541,0.002458051,0.2665184,0.7208303],"study_design_scores_gemma":[0.0001788682,0.0003375295,0.009478844,0.001068057,0.00007464487,0.01042803,0.0001951412,0.000734613,0.001064434,0.003895649,0.9724969,0.00004729177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003939759,0.004756422,0.001398609,0.00391524,0.001373937,0.00009656135,0.001877154,0.0007573014,0.981885],"genre_scores_gemma":[0.01083935,0.002032185,0.001579481,0.001720403,0.000670655,0.00007081385,0.001545983,0.0001772315,0.9813638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0845291,"threshold_uncertainty_score":0.1205705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005600714769818334,"score_gpt":0.185560157301046,"score_spread":0.1799594425312276,"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."}}