{"id":"W2469773420","doi":"10.1080/1355297x.2007.11736322","title":"Vignette Of A Clinical Practice: Thoughts from Canada","year":2007,"lang":"fr","type":"article","venue":"Journal of Orthopaedic Medicine","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vignette; Clinical Practice; Medical education; Family medicine; Social psychology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01212152,0.0003341323,0.001828337,0.0002877279,0.0000644234,0.000004812094,0.0002511847,0.0003935998,0.001731273],"category_scores_gemma":[0.02583607,0.0002287398,0.0005799041,0.0006218889,0.0008739446,0.0002723773,0.00004174815,0.001490711,0.000008438562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490575,"about_ca_system_score_gemma":0.003723963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1701044,"about_ca_topic_score_gemma":0.08327504,"domain_scores_codex":[0.9908118,0.0006080887,0.00518674,0.000304031,0.002526143,0.0005631687],"domain_scores_gemma":[0.9856883,0.007066641,0.003797051,0.0004313405,0.001929185,0.001087481],"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":[0.004207718,0.001621011,0.1259241,0.001536821,0.001857851,0.004838643,0.00213826,0.00002187261,0.001518351,0.0005287907,0.2251192,0.6306873],"study_design_scores_gemma":[0.01010169,0.005643927,0.4725667,0.006284512,0.002473648,0.000441297,0.007870744,0.00008706057,0.00007899634,0.0004296032,0.4938143,0.0002075734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6363751,0.2237701,0.006670041,0.08539811,0.03565263,0.0005053713,0.00002985351,0.000007834957,0.01159097],"genre_scores_gemma":[0.932118,0.01389533,0.009836603,0.005321478,0.03627106,0.000001003154,0.00002804513,0.00005664676,0.00247181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304798,"threshold_uncertainty_score":0.9991813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296884673954003,"score_gpt":0.3809759951628872,"score_spread":0.3580071484233471,"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."}}