{"id":"W2107819621","doi":"","title":"Delays in diagnosing cystic fibrosis: can we find ways to diagnose it earlier?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Cystic fibrosis; Pediatrics; Meconium Ileus; Medical record; Retrospective cohort study; Meconium; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757968,0.0003825143,0.0006123325,0.001001483,0.0009565313,0.001428717,0.0007627928,0.001716626,0.001319699],"category_scores_gemma":[0.02229247,0.0003255019,0.0002369787,0.001240278,0.0007060253,0.002657557,0.0008319375,0.00148703,0.0003581581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664965,"about_ca_system_score_gemma":0.003096891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03157128,"about_ca_topic_score_gemma":0.0372205,"domain_scores_codex":[0.9986221,0.0003535816,0.0002265155,0.00017151,0.0002575977,0.0003687057],"domain_scores_gemma":[0.9912078,0.002499596,0.003117091,0.0001046066,0.001472946,0.00159783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002815313,0.00009905165,0.8923322,0.0006099535,0.00004042899,0.002431684,0.002100217,0.0002015,0.0003996825,0.0003944952,0.01179137,0.08931781],"study_design_scores_gemma":[0.0001168771,0.0006200508,0.9057209,0.004288265,0.0001834154,0.01893687,0.0239151,0.0009878691,0.0005344999,0.00223432,0.04234743,0.0001142628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769944,0.134062,0.001802762,0.08699476,0.001261031,0.0001294544,0.0008719308,0.00008530168,0.004848793],"genre_scores_gemma":[0.9394776,0.04731341,0.003698287,0.006586456,0.001007527,0.0001095619,0.0008059887,0.00002068136,0.000980422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03157128,"threshold_uncertainty_score":0.06277502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437582552284029,"score_gpt":0.2793572761207411,"score_spread":0.2355990208923382,"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."}}