{"id":"W4406571883","doi":"10.1016/j.abdp.2024.02.017","title":"10.1016/j.abdp.2024.02.017","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; Dermatology","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":[0.0006287022,0.0008877047,0.0004335387,0.001891109,0.000747879,0.001266137,0.0008736266,0.002670065,0.9213101],"category_scores_gemma":[0.001365395,0.0004479564,0.0006071534,0.00097154,0.000548929,0.001287813,0.0009903969,0.0008005934,0.8976671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777585,"about_ca_system_score_gemma":0.0008047562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146145,"about_ca_topic_score_gemma":0.003767351,"domain_scores_codex":[0.999741,0.00003337579,0.00002875735,0.00004698524,0.00007055225,0.00007939069],"domain_scores_gemma":[0.9990093,0.0002479636,0.0001009379,0.00005959908,0.0001830911,0.0003991313],"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":[0.0004432189,0.0002247651,0.007965544,0.0004511763,0.00003782264,0.0003255019,0.00005102524,0.0002295716,0.0004464778,0.002031225,0.3525549,0.6352388],"study_design_scores_gemma":[0.0002143862,0.0002356083,0.01736778,0.001100244,0.00005914773,0.002981227,0.0002120927,0.0003353386,0.0005820139,0.002449397,0.9744256,0.00003716789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004313708,0.003976192,0.0006477265,0.004484505,0.001183235,0.0001001477,0.007489139,0.0007877198,0.9770176],"genre_scores_gemma":[0.009197276,0.001709046,0.001179501,0.001399631,0.0004184745,0.00006976833,0.00347418,0.0001139973,0.982438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07868987,"threshold_uncertainty_score":0.1122416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007750846812695715,"score_gpt":0.2075828755593833,"score_spread":0.1998320287466876,"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."}}