{"id":"W2279975236","doi":"10.1155/2004/763071","title":"Persistence and Compliance","year":2004,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Medical prescription; Inhaled corticosteroids; Pulmonary disease; Clinical trial; Persistence (discontinuity); Intensive care medicine; Pediatrics; Internal medicine; Asthma; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000522441,0.0002385762,0.0004312392,0.0007506871,0.0004189192,0.0002574487,0.0003838322,0.0004640313,0.0004656322],"category_scores_gemma":[0.00008236689,0.0002979992,0.0001216489,0.0001349786,0.0001191542,0.0001430099,0.00002998906,0.001930156,0.0006018847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303064,"about_ca_system_score_gemma":0.0008624489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04337686,"about_ca_topic_score_gemma":0.02985125,"domain_scores_codex":[0.9981624,0.00003403632,0.0005973468,0.0003993419,0.00005676047,0.0007501128],"domain_scores_gemma":[0.9985545,0.00002017524,0.0003859399,0.0003215963,0.0000505165,0.0006673001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.952997e-7,0.000002515418,0.0006857711,0.0001798187,0.00005299432,0.001382889,0.0001382507,0.000004876261,1.015779e-7,0.02027589,0.9757986,0.001477262],"study_design_scores_gemma":[0.0002005266,0.0000472925,0.001325624,0.0001320818,0.000005761644,0.0001379443,0.00002042394,0.000004625698,2.328541e-7,0.01375364,0.9840617,0.0003101795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003151695,0.01442876,0.0001427344,0.9488279,0.001234717,0.0002079983,0.0003891314,0.00001597022,0.03443763],"genre_scores_gemma":[0.007211192,0.0003194354,0.0001308899,0.9867896,0.003188027,0.000009919997,0.000009144217,0.00004835024,0.002293404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03796175,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701885290217023,"score_gpt":0.2698431769079001,"score_spread":0.0996546478861978,"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."}}