{"id":"W3123812347","doi":"10.1016/j.bone.2021.115861","title":"Bone densitometry categories as a salient distracting feature in the modern clinical pathways of osteoporosis care: A retrospective 20-year cohort study","year":2021,"lang":"en","type":"article","venue":"Bone","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University; University of Calgary","funders":"Amgen Canada","keywords":"FRAX; Medicine; Osteoporosis; Logistic regression; Retrospective cohort study; Internal medicine; Cohort; Odds ratio; Medical prescription; Risk factor; Propensity score matching; Physical therapy; Bone mineral; Osteoporotic fracture","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":[0.001155596,0.0003673894,0.0003535656,0.0009646469,0.001230769,0.001558267,0.000794974,0.0008217864,0.001498546],"category_scores_gemma":[0.004313705,0.0006442797,0.0006560392,0.001881802,0.000527535,0.0009515039,0.001288,0.001220941,0.000326921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356758,"about_ca_system_score_gemma":0.0009518883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03224432,"about_ca_topic_score_gemma":0.04821948,"domain_scores_codex":[0.998889,0.0002649708,0.0001216846,0.0003378708,0.0001701806,0.0002163214],"domain_scores_gemma":[0.9977522,0.0002500119,0.0009612044,0.0003470677,0.0003345209,0.0003550658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007093749,0.00002486725,0.9991684,0.000002664151,0.0000323932,0.00004654627,0.0002092952,0.000007916461,0.0001078194,0.00002224936,0.00005983314,0.0002471779],"study_design_scores_gemma":[0.000002969725,0.00005584584,0.9988391,0.000003500599,0.00002971329,0.0001809745,0.000593146,0.0000654593,0.00002914417,0.00002404925,0.0001705934,0.000005542338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989986,0.000169305,0.00008374244,0.00004501383,0.000008685082,0.000006888974,0.0004336216,0.000003001121,0.0002512006],"genre_scores_gemma":[0.9992755,0.00005283537,0.00006890244,0.00002702585,0.000006172438,0.000006906134,0.0003641916,0.000003944284,0.0001944855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03224432,"threshold_uncertainty_score":0.06411326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329738332205274,"score_gpt":0.3633110930269413,"score_spread":0.3303372598064139,"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."}}