{"id":"W2023293941","doi":"10.2190/iq.29.3.c","title":"High-Risk Patients' Readiness to Undergo BMD Testing for Osteoporosis Diagnosis in Pennsylvania","year":2009,"lang":"en","type":"article","venue":"International Quarterly of Community Health Education","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Osteoporosis; Medicine; Psychological intervention; Bone mineral; Physical therapy; Randomized controlled trial; Summative assessment; Internal medicine; Psychology; Formative assessment","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":[0.0005074902,0.00008222573,0.0002097191,0.0004251844,0.0005091269,0.0004947878,0.0001947093,0.0003891818,0.00210112],"category_scores_gemma":[0.006163472,0.000172837,0.000217113,0.0003462197,0.0002285736,0.0004871124,0.0004547247,0.0006262858,0.0002064802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116446,"about_ca_system_score_gemma":0.0007738987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006950635,"about_ca_topic_score_gemma":0.009100565,"domain_scores_codex":[0.9994829,0.0001893659,0.00005981049,0.00006949555,0.0001072972,0.00009103691],"domain_scores_gemma":[0.997407,0.0009186768,0.0009383268,0.00005469259,0.0002050911,0.0004761817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001360663,0.0002918398,0.9895357,0.00001912909,0.00001833256,0.0000717832,0.000405474,0.00005387482,0.0001002777,0.00004175318,0.0003392751,0.008986525],"study_design_scores_gemma":[0.00003979739,0.0006071152,0.9965934,0.00002214135,0.00002530146,0.0002006838,0.001113376,0.0004114864,0.0001247649,0.0001274442,0.0007248452,0.000009619044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989513,0.00008200707,0.00007528019,0.0002624712,0.000002417926,0.00001513051,0.00006480232,0.000002954475,0.0005436015],"genre_scores_gemma":[0.9996238,0.00004652633,0.00006870515,0.00008486649,0.000003198277,0.00001215453,0.00007916645,5.516766e-7,0.00008102242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006950635,"threshold_uncertainty_score":0.01382035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282588043326888,"score_gpt":0.4289646787318542,"score_spread":0.3007058743991654,"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."}}