{"id":"W2089463329","doi":"10.1136/bmj.g5675","title":"Integrated disease management for adults with chronic obstructive pulmonary disease","year":2014,"lang":"en","type":"letter","venue":"BMJ","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Pulmonary disease; Disease; Medicine; Disease management; Chronic disease; Intensive care medicine; Computer science; Pathology; Internal medicine","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":[0.002294088,0.0002158518,0.0004754433,0.0005236032,0.001867485,0.0007746558,0.0004852791,0.007948218,0.009537446],"category_scores_gemma":[0.02006071,0.0001651342,0.0007935287,0.0005331201,0.000812573,0.002226406,0.0009224166,0.006801476,0.001981662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341918,"about_ca_system_score_gemma":0.002868267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004872399,"about_ca_topic_score_gemma":0.01343995,"domain_scores_codex":[0.998117,0.0008852013,0.0002448657,0.0001174497,0.0004696185,0.000165939],"domain_scores_gemma":[0.9945548,0.00304688,0.0004941708,0.0001359563,0.0006789925,0.001089274],"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":[0.0006164534,0.0004186144,0.01298991,0.001682306,0.00007171407,0.003008043,0.0006479379,0.00007820265,0.0005377129,0.002939556,0.8155509,0.1614586],"study_design_scores_gemma":[0.004309538,0.002106609,0.07069909,0.01324528,0.0002643401,0.01213947,0.001556792,0.0007582804,0.0004345328,0.01869937,0.875689,0.00009759051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0060516,0.01682926,0.00009039915,0.9638435,0.005078952,0.000120374,0.00012151,0.00001876957,0.007845619],"genre_scores_gemma":[0.06593214,0.02493841,0.0009965202,0.8655455,0.03539559,0.0005657304,0.0002031985,0.00001436818,0.006408687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009537446,"threshold_uncertainty_score":0.03190595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654997647136946,"score_gpt":0.2866686583874239,"score_spread":0.2701186819160544,"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."}}