{"id":"W4406571905","doi":"10.1016/j.abdp.2024.03.011","title":"10.1016/j.abdp.2024.03.011","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":"Computer science; Fluorouracil; Physics; Medicine; Cancer; Internal 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":[0.0006571354,0.0008716733,0.0004286411,0.001881874,0.000734329,0.001284463,0.0008769906,0.002587963,0.9132501],"category_scores_gemma":[0.001420441,0.0004463264,0.0006242023,0.0009495392,0.0005375788,0.001303466,0.0009824922,0.000800804,0.8839033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582542,"about_ca_system_score_gemma":0.0007892904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366644,"about_ca_topic_score_gemma":0.00391371,"domain_scores_codex":[0.9997353,0.0000351971,0.00002985755,0.00004630005,0.00007287864,0.00008030776],"domain_scores_gemma":[0.9989917,0.0002595188,0.0001071841,0.00006049813,0.0001872884,0.0003937662],"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":[0.0004825237,0.0002382107,0.009517026,0.0004622457,0.00004250031,0.0003377744,0.00005573527,0.0002437525,0.0004587814,0.002110831,0.3523151,0.6337355],"study_design_scores_gemma":[0.0002232744,0.0002523203,0.02106537,0.001149101,0.00006695196,0.003235197,0.0002335167,0.0003721539,0.0006052117,0.002544989,0.9702126,0.00003936068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004799261,0.004266807,0.0006583254,0.00472684,0.001233862,0.00009883873,0.007947155,0.0007769984,0.9754919],"genre_scores_gemma":[0.01013623,0.001812597,0.001208902,0.001379015,0.0004511992,0.0000697559,0.003665444,0.0001140035,0.9811628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08674985,"threshold_uncertainty_score":0.1237382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008370686563514662,"score_gpt":0.2063461098814613,"score_spread":0.1979754233179466,"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."}}