{"id":"W4406571953","doi":"10.1016/j.abdp.2023.08.003","title":"10.1016/j.abdp.2023.08.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carcinoma; Gynecology; Pathology","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":[0.0006119258,0.0009109144,0.0004653539,0.001869196,0.0008060929,0.001315883,0.0008795631,0.002801866,0.9355268],"category_scores_gemma":[0.001231046,0.0004562811,0.0006264777,0.001026294,0.0005900701,0.001379053,0.001024515,0.0008683661,0.912689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933498,"about_ca_system_score_gemma":0.0008069666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004638188,"about_ca_topic_score_gemma":0.004185746,"domain_scores_codex":[0.9997508,0.00002984455,0.00002730311,0.00004598771,0.00006596961,0.00008006399],"domain_scores_gemma":[0.9991015,0.0002351968,0.00008770326,0.0000506092,0.0001517633,0.0003732959],"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":[0.000440084,0.0002534614,0.007562007,0.0004439755,0.00003858929,0.0003289609,0.00005130834,0.0002486258,0.0004560458,0.001986658,0.3875381,0.6006522],"study_design_scores_gemma":[0.0002025883,0.0002177707,0.01630615,0.001056035,0.00005401508,0.002883582,0.0002255162,0.0003615642,0.0005433374,0.002122813,0.9759904,0.00003636018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003617895,0.003199301,0.0005188994,0.003725194,0.0009220263,0.00008225097,0.005897761,0.0007650821,0.9812717],"genre_scores_gemma":[0.007539781,0.001455257,0.0009558357,0.001257219,0.0003328756,0.00006072205,0.002703636,0.0001064258,0.9855883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06447315,"threshold_uncertainty_score":0.09196305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772279698751093,"score_gpt":0.2050803345200935,"score_spread":0.1973575375325826,"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."}}