{"id":"W801083792","doi":"10.1016/s1569-1993(15)30121-1","title":"WS21.1 Evaluation of the use of IPV for the treatment of atelectasis in cystic fibrosis","year":2015,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cystic fibrosis; Medicine; Atelectasis; Intensive care medicine; Internal medicine; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002023326,0.0004719064,0.0009626477,0.0006991209,0.0003130587,0.0007886142,0.0003764442,0.0006615843,0.002529438],"category_scores_gemma":[0.003663315,0.0001257998,0.0009294296,0.0005159223,0.0003407075,0.0005999448,0.0002587753,0.0006228387,0.0004487188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005643045,"about_ca_system_score_gemma":0.0008734946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027711,"about_ca_topic_score_gemma":0.001468604,"domain_scores_codex":[0.9989001,0.0004205469,0.000144509,0.00008226794,0.0003469035,0.0001057262],"domain_scores_gemma":[0.9976863,0.0007782138,0.0005000758,0.00006456245,0.0005226923,0.000448177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1118974,0.005706746,0.4201555,0.003279858,0.002384827,0.001822102,0.00044938,0.001813737,0.0640402,0.0007098201,0.00552537,0.382215],"study_design_scores_gemma":[0.004232188,0.1346345,0.7662079,0.001156136,0.005487775,0.004608266,0.0008778682,0.0038433,0.04953281,0.0007506871,0.02853189,0.0001368046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786226,0.008279217,0.0006240518,0.0009663475,0.0001690814,0.0004562187,0.001961272,0.00003777062,0.008883443],"genre_scores_gemma":[0.9898916,0.003507755,0.002112201,0.0003557875,0.0001341184,0.0002625776,0.002141773,0.00001789549,0.001576163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002529438,"threshold_uncertainty_score":0.01070046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12487810130228,"score_gpt":0.3761948564812415,"score_spread":0.2513167551789615,"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."}}