{"id":"W4406571898","doi":"10.1016/j.abdp.2024.05.008","title":"10.1016/j.abdp.2024.05.008","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","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":[0.0005826842,0.0008811934,0.0004197093,0.001829843,0.0007508612,0.001187733,0.0008936917,0.002668356,0.9337869],"category_scores_gemma":[0.001220482,0.0004198498,0.0005865686,0.0009321478,0.0005436885,0.001257295,0.0009527666,0.0007830058,0.9109408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563672,"about_ca_system_score_gemma":0.0007523202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238557,"about_ca_topic_score_gemma":0.003765485,"domain_scores_codex":[0.9997568,0.00003019385,0.00002569145,0.00004418018,0.00006496339,0.00007812121],"domain_scores_gemma":[0.9990777,0.0002327981,0.00009209992,0.00005526877,0.0001564045,0.000385745],"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":[0.0003931557,0.000225539,0.006384381,0.0004247501,0.00003225499,0.0003096034,0.00004828448,0.0002228682,0.000432404,0.001887354,0.3673671,0.6222723],"study_design_scores_gemma":[0.0001859491,0.0002042263,0.01396428,0.0009401649,0.00004616953,0.002546659,0.0001998386,0.0003291442,0.0005375075,0.001963962,0.9790519,0.00003023667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003660316,0.003187406,0.0005764273,0.003731039,0.0009802835,0.00009386283,0.005978251,0.000787453,0.9810051],"genre_scores_gemma":[0.007174358,0.001343461,0.0009826891,0.001161196,0.0003234211,0.00006171958,0.002656802,0.0001008969,0.9861954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06621313,"threshold_uncertainty_score":0.09444493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00797103055284213,"score_gpt":0.2067353310516435,"score_spread":0.1987643004988014,"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."}}