{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037797,0.0002931975,0.0004659991,0.0005253324,0.000972777,0.000765792,0.0002588923,0.0006822473,0.0152752],"category_scores_gemma":[0.000914402,0.0001178562,0.000222522,0.0006274655,0.0005009607,0.0005385348,0.001115178,0.0008102209,0.003723684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007179374,"about_ca_system_score_gemma":0.001043987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009198873,"about_ca_topic_score_gemma":0.01057499,"domain_scores_codex":[0.9996856,0.00002729341,0.00002291293,0.00004034575,0.00009242265,0.0001313797],"domain_scores_gemma":[0.9997842,0.00002900091,0.00005395673,0.000008321754,0.00004143924,0.00008300738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000358184,0.0004269691,0.4502056,0.002154803,0.00005778895,0.03569058,0.006723783,0.0001227152,0.009513043,0.01133936,0.1319365,0.3514707],"study_design_scores_gemma":[0.00004167466,0.0002812998,0.4176656,0.002006311,0.00004848732,0.06361972,0.007099735,0.00006291948,0.0009289364,0.001633733,0.5065714,0.00004019901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5746494,0.132417,0.003119958,0.02060988,0.002428309,0.0006940451,0.005817498,0.0005800725,0.2596837],"genre_scores_gemma":[0.8215737,0.08085242,0.003382672,0.01033691,0.0009856255,0.000420311,0.003462441,0.00009140551,0.07889444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152752,"threshold_uncertainty_score":0.05110067,"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."}}