{"id":"W3013138293","doi":"10.1080/24745332.2020.1723145","title":"Pediatric respiratory medicine","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Respiratory system; Medicine; Respiratory Medicine; Intensive care medicine; Internal medicine; Surgery","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006903778,0.0002784811,0.0008965327,0.0006718076,0.0001994819,0.00002341593,0.0002499469,0.0001623739,0.001059001],"category_scores_gemma":[0.01640233,0.0002017483,0.000112231,0.000654141,0.001503434,0.0002060749,0.00002844221,0.0009252853,0.00001763756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804138,"about_ca_system_score_gemma":0.001666167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076219,"about_ca_topic_score_gemma":0.0004111504,"domain_scores_codex":[0.9970453,0.0001782553,0.0009220719,0.0003418156,0.0008922424,0.0006203531],"domain_scores_gemma":[0.9919474,0.0006531277,0.0001417065,0.0002566396,0.001462322,0.005538867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002277144,0.00008811557,0.3211822,0.009103927,0.0004021676,0.03663373,0.01709947,0.00001499316,0.02076073,0.007949793,0.3492594,0.2352283],"study_design_scores_gemma":[0.007559253,0.0281618,0.04107444,0.001032323,0.001194787,0.0007011424,0.008822978,0.00002571629,0.0004256386,0.0003392534,0.9101934,0.0004692606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3528515,0.5539511,0.000875888,0.07924852,0.001310178,0.0006108987,0.00005182742,0.00005322335,0.0110468],"genre_scores_gemma":[0.969265,0.0002282705,0.0003846136,0.02429939,0.005764248,0.000003773554,0.000003863993,0.00004114403,0.000009660705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6164135,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250926080189712,"score_gpt":0.3437214958577742,"score_spread":0.2912122350558771,"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."}}