{"id":"W2088479490","doi":"10.1503/cmaj.1060164","title":"Auspitz sign-off","year":2007,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Computer science; Medicine; Mathematics","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005395087,0.0003576171,0.0005901695,0.0006395011,0.001390011,0.00005996444,0.0009075325,0.006926933,0.06130956],"category_scores_gemma":[0.003304193,0.0003217336,0.000249839,0.0003261957,0.00005470657,0.0001383014,0.00005353142,0.0275788,0.005907505],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008462519,"about_ca_system_score_gemma":0.01473548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535471,"about_ca_topic_score_gemma":0.04035373,"domain_scores_codex":[0.9907413,0.001275966,0.001370332,0.0003202927,0.004046584,0.002245524],"domain_scores_gemma":[0.9935724,0.001634451,0.001238146,0.0002625506,0.001099674,0.002192838],"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":[0.000003834832,0.000005208653,0.005501053,0.00002998543,0.0002468167,0.002177261,0.0002757224,4.23522e-8,3.703018e-7,0.00001390263,0.9601474,0.03159845],"study_design_scores_gemma":[0.0009152592,0.0000377481,0.003672272,0.0003621734,0.00006494624,0.00007135254,0.00021553,0.000003986729,2.011493e-7,0.0002183617,0.9941216,0.0003166229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006881518,0.0007612168,0.00001789478,0.9704764,0.01086364,0.0004307984,0.0001349815,0.00005888288,0.01656797],"genre_scores_gemma":[0.0003180846,0.0002266134,0.00007934768,0.9120424,0.05119393,0.00001568881,0.0001568074,0.00008386021,0.03588321],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05843401,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550083604080245,"score_gpt":0.3847990461063284,"score_spread":0.3492982100655259,"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."}}