{"id":"W4313331552","doi":"10.1186/s12890-022-02219-0","title":"Change in health outcomes for First Nations children with chronic wet cough: rationale and study protocol for a multi-centre implementation science study","year":2022,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; Menzies School of Health Research","keywords":"Medicine; Bronchiectasis; Chronic cough; Intervention (counseling); Participatory action research; Bronchitis; Family medicine; Nursing; Intensive care medicine; Asthma; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1575622,0.006185338,0.009548921,0.005657544,0.007369013,0.006687845,0.006319932,0.00872274,0.03917342],"category_scores_gemma":[0.09256434,0.004734387,0.01282769,0.00655531,0.006144844,0.005956482,0.006313551,0.01122605,0.007562966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01622757,"about_ca_system_score_gemma":0.0571194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008316781,"about_ca_topic_score_gemma":0.01205869,"domain_scores_codex":[0.9092067,0.05978455,0.01296538,0.005418491,0.006982965,0.005641945],"domain_scores_gemma":[0.9413601,0.02164417,0.007811899,0.006345111,0.01739106,0.005447784],"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":[0.2409364,0.08952118,0.02537274,0.1936541,0.006816875,0.00203236,0.02131996,0.01598203,0.004505205,0.04207619,0.03641148,0.3213716],"study_design_scores_gemma":[0.4071079,0.1464046,0.07507493,0.104689,0.006781902,0.0005344173,0.01866918,0.0143451,0.00879393,0.03400864,0.1822241,0.00136633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008984592,0.00007511473,0.001178775,0.00008307539,0.00005861585,0.9970228,0.0004528257,0.00001338404,0.0002168674],"genre_scores_gemma":[0.0005335819,0.00002942184,0.001554998,0.00002525703,0.000004858432,0.9977575,0.00005819456,9.555285e-7,0.00003532776],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9916832,"threshold_uncertainty_score":0.8332787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709910483013017,"score_gpt":0.4843049373974274,"score_spread":0.3133138890961257,"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."}}