{"id":"W2114731446","doi":"10.1007/s12207-010-9084-x","title":"Validity and Determinants of Clinicians’ Return to Work Judgments for Individuals Following Whiplash Injury","year":2010,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Whiplash; Rehabilitation; Indemnity; Intervention (counseling); Psychology; Physical therapy; Predictive validity; Injury prevention; Explained variation; Poison control; Medicine; Clinical psychology; Psychiatry; Medical emergency; Actuarial science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01719427,0.0002331992,0.0005302949,0.002303185,0.001643072,0.002350398,0.001250007,0.001785135,0.00121843],"category_scores_gemma":[0.2226099,0.0003957172,0.0007611716,0.001453063,0.002049375,0.001964688,0.002046812,0.001705567,0.0003950647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775369,"about_ca_system_score_gemma":0.002264081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785402,"about_ca_topic_score_gemma":0.02398123,"domain_scores_codex":[0.9853246,0.006707967,0.002454499,0.0009785683,0.003406795,0.001127691],"domain_scores_gemma":[0.7637845,0.1593743,0.03595077,0.008700633,0.02729909,0.0048907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002655918,0.0002079321,0.9925001,0.00002088424,0.00007720594,0.00005866124,0.003155082,0.0001569896,0.0001284839,0.00006428346,0.0002255934,0.003139114],"study_design_scores_gemma":[0.00003065528,0.000164881,0.9897035,0.00006239302,0.00004585824,0.0001630213,0.006551535,0.002275913,0.0002949578,0.0002857916,0.0003958213,0.00002564999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985932,0.00009107305,0.0001192852,0.0002746009,0.00002172153,0.00002254349,0.00004454898,0.000003109182,0.0008300263],"genre_scores_gemma":[0.9996328,0.00002968656,0.0001093195,0.00006428847,0.00001399177,0.000008634915,0.00006204547,0.000002856847,0.00007643725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785402,"threshold_uncertainty_score":0.09093308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980358750481561,"score_gpt":0.4041565536908948,"score_spread":0.3543529661860792,"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."}}