{"id":"W2125937412","doi":"10.1071/ah13057","title":"General practitioners’ knowledge of whiplash guidelines improved with online education","year":2013,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Whiplash; Medicine; Baseline (sea); Knowledge translation; Computer-assisted web interviewing; Project commissioning; Publishing; Family medicine; Medical education; Poison control; Knowledge management; Medical emergency","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":[0.0004380315,0.000140461,0.0004689209,0.00007020283,0.00003979408,0.000005447005,0.00005227812,0.00005465926,0.0004827583],"category_scores_gemma":[0.0003349869,0.00009288966,0.00009898422,0.0003001283,0.00005716781,0.0001358278,0.0000084767,0.0001469431,0.00009196583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008852212,"about_ca_system_score_gemma":0.0009534528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009902881,"about_ca_topic_score_gemma":0.00009182312,"domain_scores_codex":[0.9985582,0.0001389197,0.0007628652,0.0002113329,0.0001285282,0.0002001644],"domain_scores_gemma":[0.998204,0.00004893737,0.0003616144,0.0003202701,0.0008227335,0.0002424572],"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":[0.0000249505,0.001282472,0.002862029,0.1174881,0.00006894095,1.466694e-7,0.0002180892,0.00000100955,0.002203854,0.0005210221,0.467402,0.4079273],"study_design_scores_gemma":[0.001343385,0.002556719,0.2614036,0.05196081,0.000195518,0.00003867051,0.0004632,0.0001240718,0.00008802258,0.0001337451,0.6813272,0.0003651147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.3235514,0.1611119,0.0001367133,0.498621,0.0008271296,0.01301422,0.00003699892,0.0001610776,0.002539581],"genre_scores_gemma":[0.2766078,0.2771275,0.2822038,0.07221519,0.002779567,0.00170611,0.003107777,0.0001911165,0.08406116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4264058,"threshold_uncertainty_score":0.5285865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925464273851771,"score_gpt":0.4344720882761056,"score_spread":0.3652174455375879,"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."}}