{"id":"W2342146675","doi":"10.1155/2016/9454506","title":"The Expert Patient and Chronic Respiratory Diseases","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Health care; Health professionals; MEDLINE; Nursing; Knowledge management","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":[0.00492224,0.0002608499,0.0004768228,0.001321967,0.004388424,0.004479664,0.000827512,0.004290297,0.01392785],"category_scores_gemma":[0.01640737,0.000174894,0.0002731244,0.001000022,0.008223413,0.003353063,0.004785798,0.004794241,0.000963989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005089947,"about_ca_system_score_gemma":0.01313996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332802,"about_ca_topic_score_gemma":0.04845752,"domain_scores_codex":[0.9930546,0.003791074,0.0003224469,0.0004296613,0.00148631,0.0009159061],"domain_scores_gemma":[0.9818782,0.007122635,0.001622161,0.0003092937,0.001510313,0.007557378],"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":[0.0001572126,0.0003618466,0.04391949,0.00187824,0.00004627499,0.00539245,0.04041558,0.000236445,0.0003945048,0.2837402,0.4008493,0.2226084],"study_design_scores_gemma":[0.00006752607,0.0002099858,0.0419705,0.005161977,0.00003665759,0.01555531,0.03944594,0.0002005892,0.00008597362,0.06740313,0.8297522,0.0001102037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03234886,0.1144802,0.00174326,0.6047759,0.009336388,0.00008810713,0.0001699461,0.00004239575,0.237015],"genre_scores_gemma":[0.6944563,0.1014344,0.003349503,0.1519611,0.01358273,0.0001688246,0.000217319,0.0000461022,0.03478368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02332802,"threshold_uncertainty_score":0.04659331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842070644097448,"score_gpt":0.2793548880754937,"score_spread":0.2509341816345192,"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."}}