{"id":"W4389496476","doi":"10.1016/s0891-8422(23)01180-1","title":"Preface","year":2001,"lang":"en","type":"article","venue":"Clinics in Podiatric Medicine and Surgery","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004061502,0.0001936712,0.0006356441,0.0007478831,0.00005506611,0.00000970462,0.0001154296,0.0001543811,0.0003318117],"category_scores_gemma":[0.00439734,0.0001583144,0.00007761624,0.001442871,0.0001906155,0.000117484,0.00005211206,0.0003600856,0.000391042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003851465,"about_ca_system_score_gemma":0.0001309163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008348301,"about_ca_topic_score_gemma":0.00002737504,"domain_scores_codex":[0.9977051,0.0001917903,0.0009300354,0.0003988222,0.0003380784,0.0004361419],"domain_scores_gemma":[0.9939768,0.00514452,0.0002074405,0.0003764448,0.00006552091,0.0002292143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006431619,0.00007469311,0.8616769,0.00002637384,0.000009382783,0.0002266324,0.0002134967,0.00000402096,0.000008263431,0.000150959,0.1197105,0.01783453],"study_design_scores_gemma":[0.002304771,0.0001456649,0.5540085,0.0002322217,0.0001139329,0.0001736834,0.0007950184,0.0008035317,0.000004840364,0.005511,0.4353212,0.0005856242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754419,0.01203479,0.00002763662,0.001822135,0.0008086818,0.0001583543,0.000004313005,0.0001013551,0.009600862],"genre_scores_gemma":[0.9730096,0.02284933,0.00008324688,0.001972519,0.001020255,0.00001399604,0.00002460541,0.00005264847,0.0009738226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156108,"threshold_uncertainty_score":0.6455876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09590660862986952,"score_gpt":0.3557568679296223,"score_spread":0.2598502592997528,"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."}}