{"id":"W3036395435","doi":"","title":"Copd Conference 2018- Appropriate use of inhaler devices- Marousa Kouvela, University of Athens, Greece","year":2018,"lang":"en","type":"article","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inhaler; Medicine; Dry-powder inhaler; COPD; Asthma; Metered-dose inhaler; Inhalation; Intensive care medicine; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084052,0.0008400936,0.0005628475,0.001300715,0.0008399808,0.002229372,0.001208459,0.003142389,0.05557076],"category_scores_gemma":[0.003412998,0.0002414571,0.0009684874,0.0004474892,0.0004109134,0.001196172,0.002744386,0.002784022,0.02681775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686478,"about_ca_system_score_gemma":0.00360627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848759,"about_ca_topic_score_gemma":0.003115601,"domain_scores_codex":[0.9987187,0.0002687124,0.0001550295,0.0002109439,0.0004663724,0.0001802973],"domain_scores_gemma":[0.9982345,0.0001718376,0.0001001644,0.00006893635,0.0007071845,0.0007172497],"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":[0.00009979146,0.0001608687,0.001702468,0.0008982893,0.000027608,0.0006346608,0.0001313041,0.0001990817,0.0009027297,0.00199235,0.810317,0.1829339],"study_design_scores_gemma":[0.00002469055,0.00005732824,0.003823197,0.00101259,0.00001205413,0.0009165668,0.0001155438,0.000139921,0.0002727864,0.0005903564,0.9930253,0.000009602977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01748658,0.1897412,0.004600037,0.2729107,0.1643931,0.001324039,0.005099141,0.001009527,0.3434358],"genre_scores_gemma":[0.1166615,0.2151602,0.01085626,0.0419987,0.07879464,0.001816744,0.01417704,0.0009170732,0.5196179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05557076,"threshold_uncertainty_score":0.1859027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127069540128166,"score_gpt":0.2458046865019111,"score_spread":0.1945339911006295,"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."}}