{"id":"W4388999968","doi":"10.1186/s12906-023-04265-5","title":"Correction: Associations between demographics and clinical ideology, beliefs, and practice patterns: a secondary analysis of a survey of randomly sampled United States chiropractors","year":2023,"lang":"en","type":"erratum","venue":"BMC Complementary Medicine and Therapies","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Demographics; Ideology; Family medicine; Medical education; Psychology; Medicine; Geography; Demography; Political science; Sociology; Law; Politics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006142954,0.0002772569,0.001921159,0.00177704,0.0001610422,0.00002014009,0.0001416055,0.0002188962,0.0001524913],"category_scores_gemma":[0.002195616,0.0002710358,0.0001393286,0.001247626,0.000418744,0.00011617,0.0001718068,0.0005287841,5.770011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722585,"about_ca_system_score_gemma":0.00006732942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2349545,"about_ca_topic_score_gemma":0.1139964,"domain_scores_codex":[0.9963946,0.0007320655,0.002001573,0.0004948149,0.0001185032,0.0002584959],"domain_scores_gemma":[0.9877295,0.009663937,0.002017165,0.0002882679,0.0001775519,0.000123513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114716,0.00007551094,0.8872913,0.0002883863,0.008937609,0.000001189681,0.002159611,0.000001307915,2.156901e-8,0.0009537576,0.09858234,0.001594261],"study_design_scores_gemma":[0.001933365,0.0004729654,0.835908,0.0001101215,0.001197504,9.249272e-7,0.001786214,0.0003173112,2.470949e-8,0.001256408,0.1568358,0.0001814052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5971922,0.1398321,0.01174052,0.08430424,0.02740924,0.005785179,0.129033,0.0003041732,0.004399363],"genre_scores_gemma":[0.3901229,0.5075669,0.0009292121,0.00745543,0.001790966,0.00009117647,0.08870207,0.0001592974,0.003181996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3677349,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304096470197405,"score_gpt":0.4020639370074908,"score_spread":0.1716542899877503,"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."}}