{"id":"W4317866231","doi":"10.7899/jce-21-47","title":"An investigation into chiropractic intern adherence to radiographic guidelines in clinical decisions with a descriptive comparison to clinical practitioners","year":2023,"lang":"en","type":"article","venue":"Journal of Chiropractic Education","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chiropractic; Medicine; Referral; Family medicine; Vignette; Clinical Practice; Radiography; Clinical decision making; Alternative medicine; Medical physics; Physical therapy; Pathology; Psychology; Radiology","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"],"consensus_categories":[],"category_scores_codex":[0.006853586,0.0002497223,0.0007651213,0.001579845,0.0001381083,0.0001248772,0.0002852761,0.0002372034,0.00004495956],"category_scores_gemma":[0.0235179,0.0001993724,0.0001856073,0.002340799,0.0001293578,0.001914046,0.00003545834,0.001359455,0.0001718746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969396,"about_ca_system_score_gemma":0.003064288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005463004,"about_ca_topic_score_gemma":0.0004370741,"domain_scores_codex":[0.9949818,0.0008526847,0.002708266,0.0005098372,0.0006329186,0.000314478],"domain_scores_gemma":[0.9927401,0.001630036,0.002284582,0.000563493,0.00180034,0.0009814535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003461868,0.002274124,0.7877235,0.00002861148,0.0002009891,0.00004536282,0.008895121,0.00063421,0.001035125,0.00006682946,0.03428869,0.1613455],"study_design_scores_gemma":[0.001444834,0.008448012,0.9417576,0.0009892574,0.000423032,0.000963672,0.02459339,0.001034219,0.00005917276,0.0005600514,0.01946828,0.0002585044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473669,0.0001290812,0.001797868,0.04632026,0.003521201,0.0007028913,9.689361e-7,0.00003820407,0.0001226313],"genre_scores_gemma":[0.9057331,0.000761683,0.08754189,0.003762172,0.001862235,0.0000542689,0.0000393308,0.00003894734,0.0002063529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.161087,"threshold_uncertainty_score":0.9847074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2515310945347288,"score_gpt":0.531434296918966,"score_spread":0.2799032023842372,"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."}}