{"id":"W4320857255","doi":"10.1177/14799731231158119","title":"Characterization and reliability of internet resources on pulmonary rehabilitation for individuals with chronic lung disease","year":2023,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Toronto Rehabilitation Institute; Western University; University Health Network; Toronto General Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Readability; Medicine; The Internet; Rehabilitation; Pulmonary rehabilitation; Comprehension; Quality (philosophy); Patient education; Reliability (semiconductor); Medical education; Physical therapy; Family medicine; World Wide Web; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008129,0.0002193605,0.0003108754,0.0002681439,0.0004545495,0.0000244197,0.0001959656,0.0001186338,0.0001818269],"category_scores_gemma":[0.001773604,0.0001741766,0.00007862585,0.0004416248,0.000230989,0.0009004573,0.000108571,0.0002894694,0.00004860031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191355,"about_ca_system_score_gemma":0.001557636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001019201,"about_ca_topic_score_gemma":0.000005920491,"domain_scores_codex":[0.996628,0.0007006433,0.001322453,0.0005100858,0.0003687271,0.000470113],"domain_scores_gemma":[0.9965795,0.001143357,0.0007159965,0.0006911696,0.0003255429,0.0005443938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002291879,0.0001883233,0.9513775,0.02058178,0.00001709007,0.000002567653,0.002573601,0.0003467854,0.0001288577,0.0008733315,0.002782367,0.01883595],"study_design_scores_gemma":[0.001229034,0.0002949325,0.7951378,0.001089453,0.00003208222,3.552779e-8,0.0001208611,0.02770318,0.00001236318,0.0001994204,0.1740154,0.0001655098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926283,0.0003033695,0.001224566,0.001018922,0.0001986523,0.003415344,0.0009261463,0.0001871695,0.00009751577],"genre_scores_gemma":[0.9952009,0.00004067409,0.00006948401,0.001356413,0.0003076273,0.001732512,0.0008602756,0.00003521224,0.0003969367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171233,"threshold_uncertainty_score":0.7102717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592303785055702,"score_gpt":0.3771884686853474,"score_spread":0.3512654308347904,"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."}}