{"id":"W4406563439","doi":"10.1016/j.abdp.2022.01.004","title":"10.1016/j.abdp.2022.01.004","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":"Melanoma; Medicine; Psychology; 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":[0.0004712581,0.001411556,0.0005655147,0.001717882,0.0009049549,0.001392383,0.001012464,0.00360066,0.9290054],"category_scores_gemma":[0.001024084,0.0005046666,0.0007808729,0.0007415137,0.0007145219,0.001938921,0.0009083339,0.001398345,0.9169569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007379028,"about_ca_system_score_gemma":0.0007368213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234218,"about_ca_topic_score_gemma":0.003104634,"domain_scores_codex":[0.9997389,0.00002458072,0.00002764285,0.00006198799,0.00006429148,0.00008262516],"domain_scores_gemma":[0.9991791,0.0001872807,0.0000737606,0.00004492867,0.0001758898,0.0003389954],"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":[0.0004257483,0.0003151444,0.005179602,0.0004809829,0.00004077285,0.0007957728,0.00004870061,0.0004225864,0.0009697872,0.002322972,0.2732345,0.7157634],"study_design_scores_gemma":[0.0001606679,0.0002748508,0.007412001,0.0009366284,0.00005830677,0.007331558,0.0001821208,0.0006724339,0.0009514248,0.003134703,0.9788454,0.00003998199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003223086,0.003810627,0.001226309,0.003161767,0.001119602,0.00009018063,0.001786717,0.0007810027,0.9848008],"genre_scores_gemma":[0.008148176,0.001608353,0.001459949,0.001488457,0.0005051813,0.00006639827,0.00143088,0.0001769786,0.9851156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07099456,"threshold_uncertainty_score":0.1012651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005691547410413896,"score_gpt":0.1865364743054824,"score_spread":0.1808449268950685,"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."}}