{"id":"W3062242342","doi":"10.1038/s41533-020-00194-9","title":"Impact of comorbid conditions on asthmatic adults and children","year":2020,"lang":"en","type":"review","venue":"npj Primary Care Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"Nature; Boehringer Ingelheim","keywords":"Medicine; Asthma; Comorbidity; Exacerbation; Obesity; Pediatrics; Intensive care medicine; Vocal cord dysfunction; Physical therapy; Psychiatry; 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":[0.0001800494,0.0009268728,0.004391099,0.0006409242,0.0001228449,0.00001052139,0.0002707121,0.0004779956,0.0004587543],"category_scores_gemma":[0.0003444509,0.0005905259,0.0009916304,0.0006058561,0.0007304314,0.00007195216,0.000130205,0.000900134,0.00006955348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761331,"about_ca_system_score_gemma":0.002325378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002320648,"about_ca_topic_score_gemma":0.000001549451,"domain_scores_codex":[0.9961892,0.0003688094,0.001345126,0.000827696,0.000854646,0.000414487],"domain_scores_gemma":[0.9967354,0.0003479258,0.0007968688,0.0009107761,0.0002835448,0.000925517],"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":[0.0002555949,0.0001877049,0.001375067,0.04774559,0.0007389,0.0003618507,0.0002200995,5.095221e-7,0.000008959672,0.00001794805,0.007785078,0.9413027],"study_design_scores_gemma":[0.003988763,0.009730254,0.03639305,0.08857186,0.004036465,0.0003124913,0.0001203587,5.732695e-7,0.000001799464,0.000002927907,0.8562378,0.0006036266],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005704007,0.9868989,0.000001921747,0.00004471132,0.0001556135,0.00232384,0.001123325,0.0001193198,0.003628382],"genre_scores_gemma":[0.002981436,0.9917827,0.00001881051,0.001252214,0.001244758,0.000118537,0.002398841,0.0001698733,0.00003283684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.940699,"threshold_uncertainty_score":0.9996546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790627131006566,"score_gpt":0.3586445474143508,"score_spread":0.3307382761042851,"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."}}