{"id":"W2124358594","doi":"10.3109/07380577.2014.903017","title":"Consensus Statements for Screening and Assessment Tools","year":2014,"lang":"en","type":"article","venue":"Occupational Therapy In Health Care","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AUTO21 Network of Centres of Excellence; Ontario Neurotrauma Foundation","keywords":"Context (archaeology); Psychological intervention; Process (computing); Occupational therapy; Applied psychology; Psychology; Medical education; Process management; Medicine; Computer science; Nursing; Business; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074336,0.0001349975,0.0002684226,0.00009542682,0.0008097736,0.00001193225,0.00006935135,0.00006694426,0.00003644314],"category_scores_gemma":[0.0002642586,0.0001218406,0.00002843867,0.00008772338,0.00003787166,0.00007391995,0.00004010695,0.0002482606,0.000003790658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651247,"about_ca_system_score_gemma":0.0004428525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491563,"about_ca_topic_score_gemma":0.001187813,"domain_scores_codex":[0.9979394,0.0005312089,0.0005931212,0.0002711838,0.0002361406,0.000428908],"domain_scores_gemma":[0.9969106,0.00229623,0.0002531739,0.000150004,0.0002998084,0.00009015926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009912938,0.00002218331,0.9121911,0.0004795663,0.00002039777,1.627151e-7,0.004671918,0.00003623638,0.000005337287,0.002165939,0.002793854,0.07751419],"study_design_scores_gemma":[0.002922987,0.0003120215,0.9176517,0.0003487474,0.000001506981,1.676287e-7,0.00338593,0.0004311045,0.000001660816,0.0005126095,0.0743195,0.0001120694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715281,0.001374633,0.008099628,0.01166336,0.0008544491,0.004441052,0.000493733,0.0001102274,0.001434807],"genre_scores_gemma":[0.9687915,0.0003513131,0.02366281,0.005820616,0.0002118895,0.0008154972,0.0001845794,0.00002603853,0.0001357439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740212,"threshold_uncertainty_score":0.6228206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239814833554009,"score_gpt":0.5671553252805145,"score_spread":0.3273404917265055,"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."}}