{"id":"W4255289940","doi":"10.1177/17557380211021002","title":"Wheezy children","year":2021,"lang":"en","type":"article","venue":"InnovAiT Education and inspiration for general practice","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wheeze; Medicine; Pediatrics; Quarter (Canadian coin); Asthma; Internal medicine; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002021542,0.0000866945,0.0001151567,0.0001206172,0.0001363439,0.00007458792,0.00002373808,0.00007112575,0.00004257822],"category_scores_gemma":[0.0005442491,0.00008616313,0.00005901043,0.0004099747,0.00002786505,0.0005132144,0.00001088115,0.00009931262,0.000007247304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274807,"about_ca_system_score_gemma":0.0003606939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002180567,"about_ca_topic_score_gemma":0.000001723747,"domain_scores_codex":[0.9993181,0.00004431725,0.0002217306,0.0002124702,0.0001118136,0.00009153606],"domain_scores_gemma":[0.9987255,0.00004202648,0.0001143339,0.0001488764,0.0009055414,0.00006374374],"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":[0.0002333542,0.001651015,0.008423282,0.000129213,0.0003131692,0.000002618834,0.0007926474,0.000004513291,0.1097895,0.1600872,0.1049752,0.6135983],"study_design_scores_gemma":[0.000979722,0.0002540606,0.0565229,0.0000371199,0.0001751849,0.0004077715,0.0004083905,0.00006760704,0.09604991,0.002002284,0.8428942,0.0002008197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740312,0.003696016,0.02424388,0.04102282,0.0009689289,0.001541683,0.00004457941,0.0003465417,0.05410435],"genre_scores_gemma":[0.8368245,0.0006070771,0.1205129,0.03432753,0.0009458672,0.0002597485,0.001136319,0.00002724125,0.005358837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.737919,"threshold_uncertainty_score":0.3513631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369647970093118,"score_gpt":0.3421283468831047,"score_spread":0.3284318671821735,"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."}}