{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006000204,0.0001435906,0.0003096577,0.0005129408,0.000296279,0.0001372549,0.00109144,0.00005543916,0.00005471483],"category_scores_gemma":[0.006490167,0.0001336256,0.00007579874,0.0006341336,0.00003379933,0.0003801706,0.00003105013,0.0002605196,0.00002594908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910198,"about_ca_system_score_gemma":0.0004133886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538368,"about_ca_topic_score_gemma":0.0060186,"domain_scores_codex":[0.996258,0.0008483177,0.001326328,0.0002425645,0.00109337,0.0002314639],"domain_scores_gemma":[0.9926607,0.003928126,0.0007914141,0.0006549988,0.001818064,0.0001466907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000718522,0.002235186,0.2531689,0.00002119261,0.000006445653,1.442525e-8,0.007453401,0.000258953,0.00003405258,0.001270491,0.007492342,0.7279872],"study_design_scores_gemma":[0.0005793802,0.003267956,0.8916311,0.0001671453,0.000004732551,2.204401e-7,0.006603773,0.00008921885,0.00005082069,0.09487839,0.002609342,0.0001178751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737694,0.00002192931,0.002007294,0.02154807,0.001288869,0.0009738429,0.00006870775,0.00001648547,0.0003054568],"genre_scores_gemma":[0.9878756,0.000007326023,0.01001514,0.001682721,0.0000956807,0.0001823398,0.00007973762,0.000006584838,0.00005492076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7278693,"threshold_uncertainty_score":0.991173,"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."}}