{"id":"W2062441007","doi":"10.2340/16501977-0466","title":"Factors associated with recovery expectations following vehicle collision: A population-based study","year":2010,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Whiplash; Neck pain; Biopsychosocial model; Medicine; Population; Logistic regression; Multinomial logistic regression; Physical therapy; Socioeconomic status; Poison control; Physical medicine and rehabilitation; Psychology; Psychiatry; Medical emergency; Environmental health; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001638196,0.0002015576,0.0006251901,0.0005908422,0.0001606348,0.00001662205,0.00009169126,0.0001182326,0.0001399041],"category_scores_gemma":[0.01556605,0.0001205784,0.0002811012,0.0007995549,0.0001013564,0.0002841521,0.000006411027,0.0005050412,0.000001845693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850563,"about_ca_system_score_gemma":0.000240646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003700931,"about_ca_topic_score_gemma":0.0001674726,"domain_scores_codex":[0.9973063,0.0002403414,0.0009790616,0.0002128313,0.001087382,0.000174112],"domain_scores_gemma":[0.9937351,0.00414347,0.0006586142,0.0002821165,0.000939701,0.000240968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285429,0.001003926,0.9852443,0.00008205278,0.0001883977,0.00000865128,0.004865334,0.0003123474,0.007140467,0.0000257039,0.0002429895,0.0006003976],"study_design_scores_gemma":[0.006029675,0.01138239,0.9618586,0.0006396864,0.0002900915,0.000001882591,0.01913655,0.0002763425,0.00004458845,0.0001722856,0.00004650386,0.0001213845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934289,0.00005296137,0.0003196673,0.004362132,0.0008063512,0.0008809917,0.000001853466,0.00003955226,0.0001075938],"genre_scores_gemma":[0.9973908,4.727274e-7,0.002090295,0.0001242969,0.0002273998,0.00001703246,0.00004187329,0.00002867175,0.00007916593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02338568,"threshold_uncertainty_score":0.9927263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740460948453607,"score_gpt":0.3096737371305538,"score_spread":0.2922691276460177,"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."}}