{"id":"W6922673046","doi":"10.13140/rg.2.2.16559.66729","title":"Preliminary results from the New Brunswick COPD Health Information Platform (NB-CHIP)","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"COPD; Health information; Information system; Pulmonary disease; Public health","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":[0.009634257,0.000880269,0.0005665538,0.0008338928,0.001214129,0.002704696,0.001274707,0.001217189,0.01424053],"category_scores_gemma":[0.01627466,0.0002859538,0.0008286822,0.001077938,0.0007479535,0.001424782,0.001905437,0.001433985,0.006866669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170762,"about_ca_system_score_gemma":0.007314744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1343271,"about_ca_topic_score_gemma":0.2259182,"domain_scores_codex":[0.9945788,0.001604449,0.0001386256,0.0004081099,0.00211338,0.001156584],"domain_scores_gemma":[0.9816179,0.005216511,0.0004974845,0.001269086,0.008662684,0.002736359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009536725,0.006776201,0.09768972,0.00165616,0.0005595165,0.0006782446,0.001509818,0.007357551,0.02872245,0.005079926,0.5860766,0.2543572],"study_design_scores_gemma":[0.002922264,0.01066088,0.4488453,0.0007113286,0.001202188,0.0005561133,0.005825264,0.02315605,0.04326049,0.004183735,0.4583685,0.0003079869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5669806,0.003886938,0.02307915,0.04009528,0.003239155,0.01014526,0.1747355,0.005342695,0.1724954],"genre_scores_gemma":[0.6167059,0.002328306,0.07066829,0.01830357,0.0005961315,0.005243314,0.1747719,0.0009990934,0.1103835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8656729,"threshold_uncertainty_score":0.2670905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635333231480789,"score_gpt":0.3010166789682776,"score_spread":0.2746633466534697,"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."}}