{"id":"W6996038173","doi":"","title":"Proceedings from the Canadian Society of Respiratory Therapists Annual Education Conference: May 26â28, 2016 ⢠Ottawa, Ontario","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Respiratory system; MEDLINE; Health education; Annual report","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004196031,0.001152732,0.00103878,0.00231701,0.007584789,0.007158955,0.001876122,0.003695758,0.4729718],"category_scores_gemma":[0.005797742,0.0006421816,0.0009110755,0.002222431,0.001674453,0.001467856,0.00310315,0.002366973,0.1098148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02205803,"about_ca_system_score_gemma":0.09937556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7781177,"about_ca_topic_score_gemma":0.9604161,"domain_scores_codex":[0.997243,0.0001679275,0.0001266637,0.0001874676,0.001571397,0.0007036109],"domain_scores_gemma":[0.9913901,0.0004343564,0.0001751267,0.0001733117,0.004880914,0.002946094],"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":[0.00005589738,0.00002344004,0.000346592,0.0001536761,0.000005534115,0.00003736538,0.0001045479,0.00003424386,0.0001335081,0.000235746,0.9854106,0.01345897],"study_design_scores_gemma":[0.00001640415,0.00001731083,0.003170856,0.0001857276,0.000007360632,0.00001095964,0.0003427386,0.00002742352,0.00009028112,0.00006926736,0.996049,0.00001269024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008097384,0.03089124,0.001398784,0.1252369,0.08564657,0.00160352,0.03030916,0.0007793999,0.716037],"genre_scores_gemma":[0.004702909,0.004464964,0.000387177,0.001649683,0.001033861,0.00009687121,0.002472203,0.0001115996,0.9850809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7781177,"threshold_uncertainty_score":0.7517418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115222315250041,"score_gpt":0.2589321672132598,"score_spread":0.2377799440607594,"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."}}