{"id":"W2471602290","doi":"10.1111/cea.12212","title":"Developments in the field of allergy in 2012 through the eyes of <i>Clinical &amp; Experimental Allergy</i>","year":2013,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research","keywords":"Theme (computing); Luck; Medicine; Disease; Asthma; Appeal; Psychology; Family medicine; Computer science; Immunology; Pathology; Political science; Epistemology; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001265998,0.0008797905,0.004186484,0.0001579498,0.00009288548,0.00002728659,0.001422315,0.001057387,0.001465401],"category_scores_gemma":[0.0006262016,0.0004780253,0.002090849,0.0004857139,0.001087488,0.0002008271,0.0007215194,0.001410182,0.0001761415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009655539,"about_ca_system_score_gemma":0.0008408679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214224,"about_ca_topic_score_gemma":0.0001485485,"domain_scores_codex":[0.989731,0.001779053,0.005788088,0.001046675,0.0009666873,0.0006884736],"domain_scores_gemma":[0.9934384,0.003255798,0.001521674,0.001398107,0.00009439255,0.0002915964],"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":[0.002484653,0.04468721,0.001957886,0.003790826,0.005655432,0.0004764194,0.005937026,0.00000676585,0.000150843,0.002862521,0.1441652,0.7878252],"study_design_scores_gemma":[0.002556655,0.001113405,0.001001018,0.00427273,0.00007606891,0.00002446324,0.001907901,0.000001244973,0.0001875137,0.00001752396,0.988373,0.0004685201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01104866,0.9782273,0.000004623805,0.0002301007,0.00104775,0.001980017,0.00002189558,0.0000266352,0.007413064],"genre_scores_gemma":[0.01275332,0.9806023,0.0005309088,0.003383534,0.0007164388,0.0007425884,0.0001623989,0.0001151338,0.0009934433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8442077,"threshold_uncertainty_score":0.9997671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636754420090729,"score_gpt":0.5043474389033784,"score_spread":0.3406719968943056,"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."}}