{"id":"W4249805727","doi":"10.12688/gatesopenres.12869.1","title":"Deep clinical and biological phenotyping of the preterm birth and small for gestational age syndromes: The INTERBIO-21st Newborn Case-Control Study protocol","year":2018,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Birth, Development, and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"University of Oxford; Universidade Federal de Pelotas; Bill and Melinda Gates Foundation","keywords":"Population; Biology; Obstetrics; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01515716,0.00224665,0.002623884,0.003676714,0.002919234,0.001865896,0.003652208,0.002762058,0.02406139],"category_scores_gemma":[0.01993201,0.00212623,0.001525177,0.002191865,0.001898809,0.001585785,0.002066813,0.001987336,0.006726454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859911,"about_ca_system_score_gemma":0.009818663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005624403,"about_ca_topic_score_gemma":0.0074204,"domain_scores_codex":[0.9900678,0.004640889,0.002016254,0.001760617,0.001028372,0.0004860844],"domain_scores_gemma":[0.9918977,0.001454134,0.0009897427,0.001977241,0.002694395,0.0009867767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.08825681,0.01729432,0.2163792,0.04387856,0.002719081,0.01446795,0.01293606,0.007194773,0.02983043,0.05244933,0.2736876,0.2409059],"study_design_scores_gemma":[0.04390794,0.02356232,0.3080707,0.02266865,0.002007343,0.008884515,0.00533214,0.00759359,0.007347238,0.01700463,0.552749,0.0008719633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0242179,0.001920045,0.02675085,0.0007205733,0.000602087,0.9221048,0.01680805,0.0001536033,0.006721996],"genre_scores_gemma":[0.02026168,0.001100555,0.01972555,0.0006800185,0.0001867896,0.94778,0.008004843,0.00003620281,0.002224368],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02406139,"threshold_uncertainty_score":0.08049333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3396938108265142,"score_gpt":0.5059987968268242,"score_spread":0.1663049860003101,"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."}}