{"id":"W4407356394","doi":"10.1016/j.rmed.2025.107990","title":"A patient journey map for people living with autoimmune pulmonary alveolar proteinosis","year":2025,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College","funders":"Savara Pharmaceuticals","keywords":"Medicine; Disease; Patient education; Pulmonary alveolar proteinosis; Intensive care medicine; Family medicine; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001747733,0.000409866,0.000985418,0.0008068992,0.0004165998,0.00002241801,0.0002702873,0.0002259078,0.0004188812],"category_scores_gemma":[0.002411277,0.0002927721,0.0001464058,0.001082365,0.0003148581,0.0001579858,0.000161089,0.0007831142,0.00004683641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004838432,"about_ca_system_score_gemma":0.001778201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229609,"about_ca_topic_score_gemma":0.00004650524,"domain_scores_codex":[0.9960033,0.0002515901,0.0009160854,0.0007341747,0.001152402,0.0009424704],"domain_scores_gemma":[0.9965023,0.0008969669,0.0002425812,0.000984896,0.0007771641,0.0005960686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01199123,0.002489923,0.1427154,0.03702607,0.001195961,0.001291256,0.003353426,0.0000343612,0.1220906,0.002985362,0.05556637,0.6192601],"study_design_scores_gemma":[0.004829253,0.006899429,0.1052478,0.009341997,0.0002403484,0.00006707064,0.0009987922,0.0003485574,0.0036007,0.00009737087,0.8679532,0.000375414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871024,0.1226728,0.006532627,0.0435238,0.001574094,0.02072716,0.00006162931,0.0008935274,0.01691201],"genre_scores_gemma":[0.9732699,0.0002476734,0.001288178,0.01748365,0.0008136288,0.002632398,0.00002690137,0.0001616706,0.004075939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8123869,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022203459686954,"score_gpt":0.3577677606758634,"score_spread":0.3175457260789938,"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."}}