{"id":"W2892156022","doi":"10.1055/s-0038-1669906","title":"Diagnosis Discordance and Neonatal Transport: A Single-Center Retrospective Chart Review","year":2018,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Chart; Retrospective cohort study; Center (category theory); Single Center; Pediatrics; Surgery; Statistics","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":[0.001306596,0.0002302717,0.0004515473,0.002702795,0.0005850752,0.0007041828,0.0004877865,0.0003405931,0.0009875322],"category_scores_gemma":[0.004959604,0.0003451467,0.0002710628,0.003345106,0.0004168975,0.0004381479,0.0005520575,0.0003049416,0.0001308632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702693,"about_ca_system_score_gemma":0.002701438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03129971,"about_ca_topic_score_gemma":0.03620071,"domain_scores_codex":[0.9982666,0.0003251141,0.000473468,0.0003049642,0.0004419044,0.0001879857],"domain_scores_gemma":[0.9931728,0.001612818,0.003535287,0.0002978085,0.0009733432,0.0004078953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000360281,0.00001843394,0.9968811,0.00005992542,0.00002111525,0.0008544219,0.0001882197,0.00003294313,0.0001149018,0.00001468918,0.0001772731,0.001600913],"study_design_scores_gemma":[0.000006835062,0.00009716245,0.995394,0.00007308785,0.00004159923,0.002804538,0.0006877354,0.000192414,0.0002058081,0.000008941039,0.0004789282,0.000008955366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963032,0.00109209,0.0002568302,0.00004457485,0.000007323009,0.0001096758,0.001737037,0.00001042538,0.0004386734],"genre_scores_gemma":[0.9978827,0.0005536355,0.0002929669,0.00003329825,0.000009081721,0.00005165396,0.001114468,0.000002744513,0.00005957304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03129971,"threshold_uncertainty_score":0.06223506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745515363534271,"score_gpt":0.3553398398346935,"score_spread":0.3278846861993507,"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."}}