{"id":"W1513729670","doi":"10.1111/j.1368-504x.2005.00724.x","title":"Do healthcare professionals think that dry powder inhalers can be used interchangeably?","year":2005,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inhaler; Dry-powder inhaler; Pharmacist; Medical prescription; Family medicine; Health professionals; Health care; Pharmacy; Confusion; Asthma; Nursing","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005976184,0.0004755114,0.002543123,0.0007017037,0.00008569365,0.0001229946,0.0008234819,0.0009617095,0.000923605],"category_scores_gemma":[0.0120356,0.0003228397,0.001889554,0.0002151341,0.0001726262,0.0007277218,0.0002234579,0.004422053,0.0001622561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014227,"about_ca_system_score_gemma":0.003799948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001786081,"about_ca_topic_score_gemma":0.00001692967,"domain_scores_codex":[0.99037,0.002071537,0.004131652,0.0004584892,0.002655347,0.0003130119],"domain_scores_gemma":[0.9828849,0.006429004,0.006428074,0.0004232772,0.003237211,0.0005975488],"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":[0.0006871498,0.001038371,0.00009748142,0.00110199,0.002315333,0.002225817,0.0004280205,9.646443e-7,2.045919e-7,0.0002086853,0.02264857,0.9692474],"study_design_scores_gemma":[0.001676377,0.0003454287,0.0000373244,0.01802288,0.001373244,0.002946333,0.0007218643,0.000005252252,0.000001282383,0.00001751761,0.974586,0.0002665136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001129046,0.9235666,0.00003680478,0.06174145,0.009957772,0.0006894526,0.00007677995,0.00003154014,0.003786679],"genre_scores_gemma":[0.0007059657,0.9568554,0.001609574,0.0291959,0.008793782,0.00001029647,0.00008538264,0.00008457027,0.002659197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9689809,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3282230422929196,"score_gpt":0.5696965418083594,"score_spread":0.2414734995154398,"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."}}