{"id":"W2016538511","doi":"10.1111/j.1365-2222.2005.02344.x","title":"Multi‐dimensional phenotyping: towards a new taxonomy for airway disease","year":2005,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Disease; Etiology; Airway; Taxonomy (biology); Asthma; Pathogenesis; Pulmonary disease; Immunology; Medicine; Neuroscience; Intensive care medicine; Biology; Cognitive science; Pathology; Psychology; Zoology","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":[0.01849516,0.002816903,0.003087877,0.01597979,0.003243476,0.01206644,0.005452643,0.005117449,0.003946675],"category_scores_gemma":[0.0219885,0.001099245,0.003101237,0.008891246,0.01595063,0.02430351,0.008546193,0.01351056,0.002838722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00509467,"about_ca_system_score_gemma":0.006125556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005431753,"about_ca_topic_score_gemma":0.003908854,"domain_scores_codex":[0.9902444,0.003694134,0.0016053,0.001407823,0.002596873,0.000451389],"domain_scores_gemma":[0.9801449,0.007027093,0.001804872,0.00266849,0.006148555,0.002206089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002324466,0.0001548342,0.02612045,0.00207301,0.0001894285,0.001153423,0.007117182,0.003448859,0.002435567,0.5519783,0.06819409,0.3369024],"study_design_scores_gemma":[0.00003370819,0.0001945783,0.009492153,0.001832071,0.00008686291,0.004706098,0.003928018,0.01118359,0.0004048097,0.6822073,0.2856489,0.0002819476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.009162844,0.09449878,0.7868418,0.08337819,0.006255114,0.0005607048,0.001329663,0.002075935,0.01589695],"genre_scores_gemma":[0.05772695,0.05080115,0.8612192,0.01565535,0.006576012,0.0009665881,0.001810579,0.0005495852,0.004694587],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01849516,"threshold_uncertainty_score":0.09781289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344531711531136,"score_gpt":0.4685942447469706,"score_spread":0.2341410735938571,"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."}}