{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002789055,0.0004248103,0.0002618067,0.00104807,0.004231346,0.003140569,0.0008324066,0.001180924,0.006057025],"category_scores_gemma":[0.008472214,0.0002128792,0.0005674206,0.001144481,0.001158135,0.004450257,0.006442853,0.002369551,0.000814622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488706,"about_ca_system_score_gemma":0.0052179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348038,"about_ca_topic_score_gemma":0.009550775,"domain_scores_codex":[0.9979176,0.001357606,0.0001312889,0.0000811664,0.0002340594,0.0002781508],"domain_scores_gemma":[0.9950535,0.001341008,0.0007203895,0.0001427425,0.0008186623,0.001923709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002382894,0.0005800225,0.1036129,0.002781844,0.0001031654,0.003875965,0.3809695,0.001162149,0.0011819,0.009458376,0.2257888,0.270247],"study_design_scores_gemma":[0.00004078543,0.0005618765,0.02834751,0.001939132,0.00005093863,0.003544639,0.6056982,0.001268035,0.0004357364,0.007627588,0.3503323,0.0001531641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7541982,0.008521081,0.013748,0.1527517,0.001554102,0.001457778,0.003475003,0.0007831877,0.06351088],"genre_scores_gemma":[0.9499897,0.007240855,0.02589731,0.008894274,0.0002228543,0.001018991,0.001621033,0.0000864004,0.005028537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006057025,"threshold_uncertainty_score":0.02026278,"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."}}