{"id":"W2004005884","doi":"10.1007/s10926-008-9159-7","title":"Early Patient Screening and Intervention to Address Individual-Level Occupational Factors (“Blue Flags”) in Back Disability","year":2008,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Hôpital Charles-Le Moyne","funders":"","keywords":"Psychological intervention; Intervention (counseling); CLARITY; Medicine; Psychology; Applied psychology; Clinical psychology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007380198,0.0005007524,0.0007865559,0.0008250484,0.001348092,0.0006524632,0.0004225588,0.002321595,0.004002267],"category_scores_gemma":[0.003564182,0.0003212702,0.0004147437,0.0003027407,0.0002550266,0.0009294421,0.0007479963,0.001383004,0.000392539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566834,"about_ca_system_score_gemma":0.001601948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448758,"about_ca_topic_score_gemma":0.009238292,"domain_scores_codex":[0.9995072,0.0001393461,0.00004692115,0.00003252658,0.0000825741,0.000191365],"domain_scores_gemma":[0.9990836,0.0003184129,0.0000981075,0.00001744738,0.000123441,0.0003589551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002358336,0.009842407,0.4937249,0.0006394109,0.00009240168,0.006450321,0.001303768,0.0009058449,0.004165855,0.0006041693,0.02731522,0.4525973],"study_design_scores_gemma":[0.0005724656,0.00691258,0.9556001,0.001690243,0.0002259694,0.01152117,0.004372271,0.00437795,0.002415195,0.003046233,0.009136409,0.0001293656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713095,0.003954384,0.002221682,0.01296717,0.0008555886,0.0002585129,0.00009877482,0.0001360187,0.0081985],"genre_scores_gemma":[0.9930471,0.001113419,0.002325149,0.001927655,0.0002360195,0.0001032324,0.00007212598,0.000008028463,0.001167273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004002267,"threshold_uncertainty_score":0.01338893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903435467982837,"score_gpt":0.3481021817363838,"score_spread":0.2790678270565554,"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."}}