{"id":"W4406564280","doi":"10.1016/j.abdp.2024.05.021","title":"10.1016/j.abdp.2024.05.021","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":[0.00062075,0.000875227,0.0004238797,0.001915519,0.0007453958,0.00127059,0.0008768023,0.002565816,0.9228967],"category_scores_gemma":[0.001373678,0.0004347807,0.0006118959,0.0009618024,0.0005132581,0.001282582,0.0009675781,0.0007941251,0.8977742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759241,"about_ca_system_score_gemma":0.0008020324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004321184,"about_ca_topic_score_gemma":0.003873304,"domain_scores_codex":[0.9997436,0.00003399001,0.00002781965,0.00004526043,0.00007085877,0.00007840179],"domain_scores_gemma":[0.998971,0.0002559161,0.0001069787,0.00006149048,0.0001885375,0.000416193],"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":[0.0004395966,0.0002294682,0.007851244,0.0004299338,0.0000370268,0.0003180366,0.00005231874,0.0002294327,0.0004435132,0.002055599,0.3589754,0.6289385],"study_design_scores_gemma":[0.0002074999,0.0002335718,0.01776167,0.001035264,0.00005927559,0.002852564,0.0002090913,0.0003484132,0.0005786231,0.002395986,0.9742818,0.00003625629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004067574,0.003634225,0.0006406663,0.004218369,0.001139135,0.00009880459,0.007285672,0.0007765263,0.9781391],"genre_scores_gemma":[0.008532965,0.001569689,0.001110523,0.001264221,0.0004002122,0.00006697351,0.003295156,0.0001100529,0.9836503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07710326,"threshold_uncertainty_score":0.1099784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007810342183638175,"score_gpt":0.2073943220933097,"score_spread":0.1995839799096716,"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."}}