{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009410374,0.0001663677,0.0003057082,0.00007299768,0.00007301506,0.00001364574,0.0001109469,0.00005857541,0.9980971],"category_scores_gemma":[0.00004456315,0.000150398,0.00007865152,0.0002443153,0.00005411729,0.00004359051,0.00005005459,0.0001312047,0.9961255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009608404,"about_ca_system_score_gemma":0.00004865089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003000762,"about_ca_topic_score_gemma":4.211581e-7,"domain_scores_codex":[0.9989569,0.0000202784,0.0001855629,0.0002777269,0.0002418275,0.0003177612],"domain_scores_gemma":[0.9993256,0.00004759699,0.00002404001,0.0003821894,0.00004284627,0.0001777214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001989469,0.00005085556,0.000006221374,0.0000165764,0.00006752543,0.00003994859,0.00003396052,0.000003869241,0.00003244979,4.539586e-7,0.6570526,0.3424966],"study_design_scores_gemma":[0.0006634617,0.0003412945,0.001505072,0.00005796407,0.00006449846,0.00004656557,0.000003764612,0.00001501796,0.0002042218,0.000004613558,0.9969314,0.0001620669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001331501,0.0005081047,4.663645e-7,0.001470366,0.000003853093,0.0003000254,0.00001554059,0.0001050834,0.9962651],"genre_scores_gemma":[0.0004939539,0.000001955769,0.0002607977,0.0002043463,0.0004041864,0.00004589737,0.0000113555,0.000035405,0.9985421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3423345,"threshold_uncertainty_score":0.6133054,"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."}}