{"id":"W6920441717","doi":"10.60692/358rf-n7a98","title":"Editorial: Cystic Fibrosis in Children","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Cystic fibrosis; MEDLINE; Pulmonology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0005055288,0.0001286633,0.0002538959,0.0004596373,0.000149948,0.00006456203,0.0001469189,0.00004707125,0.0001373253],"category_scores_gemma":[0.0001060181,0.0001145462,0.00006458971,0.0004951362,0.00002492794,0.0003830648,0.0001517438,0.0002542564,0.0004043763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004914067,"about_ca_system_score_gemma":0.0001018653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003403995,"about_ca_topic_score_gemma":1.071304e-7,"domain_scores_codex":[0.99805,0.00009291616,0.0005171423,0.0001432216,0.0008965207,0.0003002268],"domain_scores_gemma":[0.9992985,0.00001619292,0.0001417785,0.0003247381,0.0001015915,0.0001171937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009036583,0.00001096882,0.9637125,0.0004952774,0.00005806403,0.000006326738,0.01800118,0.001121118,0.00003984597,0.00006964894,0.01510403,0.0004774489],"study_design_scores_gemma":[0.007287416,0.0007094949,0.9382472,0.0003040539,0.00005461405,0.0005007876,0.01665658,0.003146534,0.0004251861,0.000003603253,0.03225094,0.0004135667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844701,0.00001193168,0.001149044,0.00008913325,0.0105629,0.001266629,0.0003481635,0.0002529971,0.001849106],"genre_scores_gemma":[0.9959331,7.599713e-8,0.0003662018,0.00006253534,0.003092291,0.0003054854,0.0001111434,0.00001208213,0.0001170857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254652,"threshold_uncertainty_score":0.5197574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396401627043409,"score_gpt":0.2409781769527325,"score_spread":0.2270141606822984,"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."}}