{"id":"W193886815","doi":"10.1155/2000/797306","title":"Difficult Asthma: Consider All of the Possibilities","year":2000,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Asthma; Spirometry; Bronchoscopy; Mucoepidermoid carcinoma; Emergency department; Computed tomography; Quality of life (healthcare); Intensive care medicine; Radiology; Internal medicine; Carcinoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006113946,0.0001593646,0.0002695976,0.0002043098,0.0003512355,0.00005737969,0.0002797184,0.0001863733,0.007930239],"category_scores_gemma":[0.0002384934,0.0001013635,0.0002114539,0.0003560383,0.0004028509,0.0001081716,0.00001542141,0.001022088,0.0001642186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908338,"about_ca_system_score_gemma":0.003798401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551375,"about_ca_topic_score_gemma":0.005847765,"domain_scores_codex":[0.9980264,0.000264358,0.0004747199,0.0001872439,0.0005139158,0.0005334006],"domain_scores_gemma":[0.9980221,0.00006241667,0.00009670446,0.0004654532,0.0003749017,0.0009783602],"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":[0.001548822,0.0006229269,0.1915167,0.0004201716,0.001883475,0.005979307,0.006249269,0.0007631338,0.05547578,0.004929939,0.5172538,0.2133567],"study_design_scores_gemma":[0.001688026,0.0004053999,0.1012153,0.0002407472,0.00005546762,0.001035724,0.000663861,0.00001375709,0.003426275,0.0003329711,0.8907221,0.0002004129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725155,0.002332734,8.209925e-7,0.001746205,0.0001939365,0.0002287826,0.00002347261,0.00001078976,0.02294772],"genre_scores_gemma":[0.9840042,0.00005213382,0.00001781661,0.00757747,0.0003201138,0.000005016333,0.00000114198,0.00002626299,0.00799584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734683,"threshold_uncertainty_score":0.9929767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592766809696935,"score_gpt":0.2908767941713062,"score_spread":0.2549491260743368,"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."}}