{"id":"W4392108167","doi":"10.15173/m.v1i30.1883","title":"Allergic Asthma","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Asthma; Medicine; Environmental health; Family medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005316703,0.0003843621,0.0007538975,0.0006090704,0.0008216262,0.001149973,0.0004405966,0.001254191,0.03851783],"category_scores_gemma":[0.0009847555,0.0001447013,0.0007156855,0.0005190696,0.0002781519,0.0005352974,0.000738784,0.001367972,0.01305859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469788,"about_ca_system_score_gemma":0.0005686691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166567,"about_ca_topic_score_gemma":0.001870387,"domain_scores_codex":[0.9994085,0.0001108921,0.00005187652,0.00008626044,0.000191029,0.0001515773],"domain_scores_gemma":[0.9997625,0.00004246765,0.00004944955,0.00001928867,0.0000730847,0.00005330769],"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":[0.0004925315,0.0004724142,0.04123136,0.004596688,0.0002786053,0.009312959,0.0007023053,0.0001218602,0.01259876,0.0167311,0.2729024,0.640559],"study_design_scores_gemma":[0.00008420587,0.0002485637,0.03563819,0.001442561,0.0001196087,0.01850811,0.000417024,0.00009863862,0.0009975021,0.003008447,0.9394159,0.00002125256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04601291,0.494414,0.003798613,0.02618209,0.009692028,0.0005990605,0.003333573,0.0007938109,0.4151739],"genre_scores_gemma":[0.399778,0.2871638,0.004215586,0.02872374,0.008413966,0.0005175366,0.005264013,0.0001438269,0.2657795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03851783,"threshold_uncertainty_score":0.128855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630016249281159,"score_gpt":0.2963723013885775,"score_spread":0.2800721388957659,"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."}}