{"id":"W1984085350","doi":"10.7748/ns2008.01.22.17.48.c6308","title":"Osteoporosis: pathogenesis, diagnosis and management","year":2008,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Osteoporosis; Medicine; Disease; Psychological intervention; Intensive care medicine; Pathogenesis; Pathology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.000230764,0.0001387665,0.0002879484,0.0001459282,0.0003331357,0.00001836173,0.00004896571,0.0000824758,0.000100484],"category_scores_gemma":[0.00003589433,0.0001235558,0.00005621742,0.0002175663,0.0002247179,0.00005716562,0.00002364471,0.0001507098,0.00002256311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941227,"about_ca_system_score_gemma":0.000112897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001674546,"about_ca_topic_score_gemma":0.000004686729,"domain_scores_codex":[0.9984207,0.00004152264,0.0002285627,0.0003177378,0.000557325,0.0004342156],"domain_scores_gemma":[0.9991729,0.00003749066,0.00003763943,0.0002740673,0.0001017627,0.0003761764],"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":[0.00143912,0.0004404981,0.224076,0.0008251057,0.00006670515,0.0007474449,0.002126954,5.448748e-7,0.0007532695,0.0005762469,0.06708592,0.7018622],"study_design_scores_gemma":[0.004500906,0.001568604,0.860212,0.001464259,0.0001590951,0.0006709648,0.00104526,0.00001668465,0.004973294,0.0002299455,0.1248579,0.0003010355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707852,0.008405122,0.0001566075,0.006493,0.0002234201,0.0009059005,0.00004041313,0.0001328429,0.0128575],"genre_scores_gemma":[0.9758528,0.01631928,0.005640213,0.0008783312,0.0001212166,0.000132838,0.00001907239,0.00003684582,0.0009993786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7015611,"threshold_uncertainty_score":0.5038461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635268111643287,"score_gpt":0.3409992605025106,"score_spread":0.3046465793860777,"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."}}