{"id":"W2107756990","doi":"10.1586/17476348.2014.879826","title":"The potential to predict the course of childhood asthma","year":2014,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; AstraZeneca (Canada); St. Joseph’s Healthcare Hamilton","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging; Medical Research Council","keywords":"Medicine; Asthma; Pediatrics; Lung function; Disease; Early childhood; Cohort; Population; Immunology; Developmental psychology; Lung; Environmental health; Pathology; 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":[0.001396589,0.0007026675,0.001812159,0.002137505,0.0001808611,0.001182783,0.0008568587,0.001374547,0.00537896],"category_scores_gemma":[0.00268687,0.0002586808,0.001224043,0.00146486,0.0003704171,0.001288465,0.0008395344,0.001966428,0.002914537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270593,"about_ca_system_score_gemma":0.0009445926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407866,"about_ca_topic_score_gemma":0.002296772,"domain_scores_codex":[0.9995438,0.000143629,0.00006262732,0.0000735486,0.0001517103,0.00002453972],"domain_scores_gemma":[0.9988332,0.0007781966,0.0001255193,0.0000270268,0.0001986456,0.00003740844],"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":[0.00005040582,0.00003964096,0.0008621117,0.02506449,0.0003271892,0.000150516,0.00005185829,0.0002171991,0.000874442,0.002597759,0.01636455,0.9533999],"study_design_scores_gemma":[0.00003264765,0.0001638718,0.003971304,0.01589141,0.0007644689,0.002265158,0.0001105516,0.0002272208,0.0004659021,0.003673211,0.9723857,0.00004848516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008180729,0.9982858,0.0001687196,0.0004862345,0.0001687861,0.000005823334,0.00004433238,0.000006217504,0.0007521861],"genre_scores_gemma":[0.0008470548,0.9981199,0.0002960861,0.0002331259,0.0001737275,0.000007182165,0.0000517593,0.000001383743,0.0002697847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00537896,"threshold_uncertainty_score":0.0179944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052426712125062,"score_gpt":0.3673663312497875,"score_spread":0.3468420641285369,"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."}}