{"id":"W2334187570","doi":"10.4104/pcrj.2011.00009","title":"Improving the odds that patients and caregivers will use inhalers correctly: a manufacturer's response","year":2011,"lang":"en","type":"letter","venue":"Primary Care Respiratory Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Odds; Medicine; Odds ratio; MEDLINE; Medical emergency; Family medicine; Logistic regression; Internal 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008574243,0.0008136739,0.00089538,0.000764521,0.0008608641,0.0003733554,0.0004582222,0.001266463,0.0002168055],"category_scores_gemma":[0.0003270479,0.0005468,0.0005582181,0.0001907376,0.0005175459,0.0007245725,0.0002714501,0.005804782,0.00003452158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409548,"about_ca_system_score_gemma":0.001715327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003014365,"about_ca_topic_score_gemma":0.00000448812,"domain_scores_codex":[0.9949711,0.00132005,0.0007749936,0.0007337893,0.001397089,0.0008029927],"domain_scores_gemma":[0.9962662,0.0004923788,0.001002095,0.0008259774,0.0009965328,0.0004167478],"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":[0.003360767,0.000060406,0.01411922,0.000855763,0.0004960365,0.00546346,0.004559549,0.000003254003,0.0004622282,6.099138e-7,0.933425,0.03719368],"study_design_scores_gemma":[0.003169457,0.0007456006,0.0220102,0.0005494736,0.0006787372,0.0009800392,0.0009428445,0.000002230068,0.0006028393,0.000001891186,0.9695897,0.0007269952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9374931,0.01343345,0.0001048097,0.03480004,0.007178271,0.002702392,0.0003327666,0.0002736871,0.00368145],"genre_scores_gemma":[0.06107676,0.0003789849,0.0001197934,0.9317321,0.004169399,0.00003655635,0.0002115812,0.0003047457,0.001970142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.896932,"threshold_uncertainty_score":0.9996983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447107074802981,"score_gpt":0.2230381606358853,"score_spread":0.1985670898878555,"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."}}