{"id":"W4406563557","doi":"10.1016/j.abdp.2022.11.014","title":"10.1016/j.abdp.2022.11.014","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","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":[0.000463725,0.001442514,0.0005668017,0.001827487,0.0008896289,0.001420294,0.0009986602,0.003600116,0.9154786],"category_scores_gemma":[0.001029951,0.0005041764,0.0008085434,0.0007347756,0.0007334299,0.001959502,0.000881638,0.001400266,0.8986682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007740961,"about_ca_system_score_gemma":0.0007437706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003279172,"about_ca_topic_score_gemma":0.003043713,"domain_scores_codex":[0.9997335,0.00002514659,0.00002991287,0.00006425945,0.00006515621,0.00008192833],"domain_scores_gemma":[0.9992473,0.0001728264,0.00007615977,0.00004144876,0.0001664249,0.0002959443],"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":[0.0004490545,0.0003162253,0.006437572,0.0004963952,0.00004721787,0.0009963964,0.0000532612,0.0004651567,0.000977822,0.002597163,0.268364,0.7187998],"study_design_scores_gemma":[0.0001684956,0.0002964633,0.009249525,0.001139637,0.00007606115,0.01051391,0.0002087719,0.0007942677,0.001071476,0.004133821,0.9722992,0.00004847645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003763971,0.004692396,0.001423587,0.003610087,0.001269507,0.00009145975,0.001910448,0.0008087133,0.9824299],"genre_scores_gemma":[0.01040526,0.002072596,0.001619064,0.001645054,0.0006183662,0.00007231795,0.001599097,0.0001862377,0.9817821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08452141,"threshold_uncertainty_score":0.1205595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00546927487980171,"score_gpt":0.1850977269342726,"score_spread":0.1796284520544709,"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."}}