{"id":"W3174083112","doi":"10.1097/gox.0000000000003657","title":"Age at Primary Cleft Lip Repair: A Potential Bellwether Indicator for Pediatric Surgery","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Life expectancy; Workforce; Surgery; Pediatrics; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000797636,0.000314942,0.000624909,0.00009640784,0.0002693634,0.0001376088,0.000336218,0.0003174536,0.0004149567],"category_scores_gemma":[0.001452524,0.0003221732,0.0006586391,0.0003735255,0.0002014427,0.00002275367,0.0009251148,0.0001487855,0.00007764497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555663,"about_ca_system_score_gemma":0.001431072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004754417,"about_ca_topic_score_gemma":0.0001186619,"domain_scores_codex":[0.9971613,0.0002947428,0.00056099,0.0009556646,0.000317544,0.0007097845],"domain_scores_gemma":[0.9976034,0.001096834,0.0002300537,0.000502926,0.0002429978,0.0003238018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009688197,0.0001821976,0.9290209,0.000173187,0.0004559352,0.0002773731,0.00001120097,0.00001172083,0.005249871,0.00006619102,0.05639534,0.007187299],"study_design_scores_gemma":[0.002248795,0.0002373734,0.8708583,0.0001430606,0.0004513477,0.001655595,0.0001913994,0.00007699657,0.007844704,0.001156754,0.1131846,0.001951164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924874,0.0005494864,0.0003953748,0.00008537045,0.001720605,0.0005571458,0.000854534,0.00003557468,0.003314501],"genre_scores_gemma":[0.9913324,0.00108843,0.002017676,0.0003409629,0.001528345,0.0001737291,0.001760196,0.00007154793,0.001686716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05816262,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210657395648649,"score_gpt":0.2775952621034178,"score_spread":0.2565295225385529,"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."}}