{"id":"W2783243381","doi":"10.1186/s13223-018-0230-4","title":"Atopy and related clinical symptoms among Swiss medical students from 2007 to 2015","year":2018,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopy; Medicine; Asthma; Interquartile range; Allergy; Cohort; House dust mite; Pediatrics; Dermatology; Immunology; Allergen; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004420651,0.000324938,0.0002419738,0.001309003,0.000348953,0.0005946003,0.0002519123,0.0003173635,0.001701048],"category_scores_gemma":[0.001046794,0.0001899553,0.0004488161,0.0008259219,0.0002867742,0.0002845223,0.0007538193,0.0003602945,0.0002995272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007444765,"about_ca_system_score_gemma":0.000758167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045688,"about_ca_topic_score_gemma":0.02175347,"domain_scores_codex":[0.9996228,0.00004094555,0.00003118097,0.0000770942,0.0001272594,0.0001006505],"domain_scores_gemma":[0.9992321,0.00006193045,0.0003307015,0.00002332218,0.0001345478,0.0002173902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005923184,0.00002164538,0.9980254,0.0000220493,0.00001607137,0.00009666543,0.000246045,0.00001928017,0.0002040458,0.000006788215,0.0001571277,0.001125618],"study_design_scores_gemma":[0.000001742516,0.00005712785,0.9993729,0.000008617403,0.00000743313,0.0000960249,0.0002499484,0.00003172892,0.00003473357,0.000002798064,0.0001351352,0.000001803402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988605,0.0002018352,0.00002584653,0.00003593686,0.00000760389,0.00001087242,0.0006576776,0.000003415911,0.000196298],"genre_scores_gemma":[0.9987404,0.0001775797,0.00003460387,0.00001522954,0.00001452443,0.00001473979,0.0008233449,9.843923e-7,0.00017853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045688,"threshold_uncertainty_score":0.04067564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539963554072672,"score_gpt":0.359534892929942,"score_spread":0.3441352573892152,"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."}}