{"id":"W1968749083","doi":"10.1007/s00198-006-0294-8","title":"Non-compliance: the Achilles' heel of anti-fracture efficacy","year":2007,"lang":"en","type":"review","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"GlaxoSmithKline","keywords":"Medicine; Dosing; Compliance (psychology); Intensive care medicine; Heel; Regimen; Osteoporosis; Adverse effect; Physical therapy; Internal medicine; Emergency medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009970069,0.0005424583,0.001976455,0.0005009424,0.0001686803,0.00005406481,0.001011405,0.0006219657,0.001318755],"category_scores_gemma":[0.0003550967,0.0003330679,0.001060809,0.000575825,0.0003174186,0.00007990717,0.0002672959,0.001628708,0.0004044634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329463,"about_ca_system_score_gemma":0.001051645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009899458,"about_ca_topic_score_gemma":0.00001326496,"domain_scores_codex":[0.9956172,0.0000947622,0.001457238,0.0006334361,0.001578281,0.0006191283],"domain_scores_gemma":[0.9966384,0.0006560051,0.0008324563,0.0009659331,0.0005804385,0.0003267339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009807278,0.0004960558,0.0003344136,0.01137851,0.0004409972,0.00004121507,0.0001579235,0.000001312417,0.000009007216,0.0000837582,0.02094713,0.9660116],"study_design_scores_gemma":[0.001056435,0.0001681109,0.003808958,0.01327827,0.0003984717,0.0002795723,0.00005939153,0.00001157521,0.0000320142,0.000006293501,0.9806499,0.0002509711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002071479,0.9790307,0.00003032374,0.001427606,0.00118006,0.002045388,0.0002002045,0.00004371353,0.01583485],"genre_scores_gemma":[0.001509659,0.991164,0.0003525954,0.001065541,0.001122981,0.0001065038,0.000965577,0.0001020354,0.003611074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9657606,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09829631251868155,"score_gpt":0.4416999711536017,"score_spread":0.3434036586349202,"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."}}