{"id":"W3133743141","doi":"10.1016/j.abdp.2018.12.006","title":"10.1016/j.abdp.2018.12.006","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; Gynecology; 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":[0.0004609898,0.0009908415,0.0004059358,0.001558158,0.0006632038,0.001704231,0.0008434368,0.002800553,0.8272553],"category_scores_gemma":[0.001381474,0.0003427614,0.0006111367,0.0005933105,0.0007269845,0.001701882,0.0008797287,0.001391095,0.7173007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007336732,"about_ca_system_score_gemma":0.0008492974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002038894,"about_ca_topic_score_gemma":0.002144305,"domain_scores_codex":[0.9997069,0.00002727427,0.00003417588,0.00008045504,0.0000800191,0.00007113281],"domain_scores_gemma":[0.9991726,0.0001657136,0.0001314124,0.00004409268,0.0001629842,0.0003232574],"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":[0.0003548118,0.0003617687,0.01363588,0.0006194469,0.00004770634,0.001518129,0.0001070772,0.0003249367,0.001191214,0.003124181,0.2074223,0.7712926],"study_design_scores_gemma":[0.00009757628,0.0002827694,0.0156587,0.001733181,0.00008461403,0.02034667,0.0004671942,0.0005145431,0.001074372,0.005262086,0.9544348,0.0000435672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01398905,0.02226381,0.003841421,0.01096137,0.00371148,0.0001415481,0.003498527,0.001439017,0.9401538],"genre_scores_gemma":[0.0481522,0.01038968,0.003987015,0.00315315,0.001675621,0.0001119914,0.002803367,0.0003333327,0.9293936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1727447,"threshold_uncertainty_score":0.2463993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007164425684097815,"score_gpt":0.1866474212528744,"score_spread":0.1794829955687766,"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."}}