{"id":"W7015829326","doi":"","title":"Treatment decisions: insights from people with asthma or COPD and their healthcare providers on disease and treatment decisions","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Asthma; General partnership; Disease; COPD; Health care; Mental health; Foundation (evidence); Lung disease; Alternative 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":[0.01080897,0.0002758992,0.0007142792,0.001265411,0.004612373,0.007166679,0.0007924983,0.002475708,0.004401212],"category_scores_gemma":[0.05034781,0.0005355247,0.0007483353,0.00145451,0.002866891,0.008316183,0.004753733,0.007276392,0.0004740077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004551779,"about_ca_system_score_gemma":0.007336632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174727,"about_ca_topic_score_gemma":0.03898065,"domain_scores_codex":[0.9879237,0.008246781,0.0007271591,0.0004344872,0.001353668,0.00131433],"domain_scores_gemma":[0.9710577,0.01886756,0.003081501,0.0004040757,0.002019944,0.004569125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000335094,0.0006660667,0.1759944,0.0009442236,0.0002304388,0.001941439,0.6215964,0.000215046,0.0001901954,0.007159127,0.07332251,0.1174051],"study_design_scores_gemma":[0.00009228951,0.0002173024,0.06172404,0.002477631,0.0001130931,0.001230624,0.8541477,0.0003150447,0.0001091966,0.01019788,0.06924437,0.0001309308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6300749,0.02748997,0.0006856321,0.3071619,0.001152478,0.00008017683,0.0007379199,0.00002119595,0.03259574],"genre_scores_gemma":[0.9452364,0.01421999,0.0007315457,0.0374647,0.0004208177,0.00006995826,0.0002411762,0.00002317216,0.00159216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174727,"threshold_uncertainty_score":0.05716395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4611610377164536,"score_gpt":0.5873938191362458,"score_spread":0.1262327814197922,"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."}}