{"id":"W2945424277","doi":"10.1097/gox.0000000000002229","title":"Current Trends in Management of Nonsyndromic Unilateral Coronal Craniosynostosis: A Cross-sectional Survey","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Coronal plane; Synostosis; Craniosynostosis; Cranioplasty; Craniofacial; Skull; Craniosynostoses; Surgery; Orthodontics; Radiology","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":[0.001188083,0.00009682431,0.000173512,0.001018763,0.0003066524,0.0004714554,0.0003667951,0.0004059929,0.001332132],"category_scores_gemma":[0.00372599,0.0001518194,0.0002202115,0.001397764,0.0002934833,0.0005787928,0.0003219855,0.0003611807,0.000227344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388382,"about_ca_system_score_gemma":0.0006322644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540429,"about_ca_topic_score_gemma":0.006923472,"domain_scores_codex":[0.9988017,0.0002907689,0.000268938,0.0001495891,0.0003401592,0.0001487302],"domain_scores_gemma":[0.9933334,0.0010016,0.004399595,0.00009344985,0.0005628185,0.0006091406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000942086,0.00002504754,0.997632,0.000035819,0.000009575196,0.00005974177,0.0001919263,0.00001510024,0.0000906573,0.00001614791,0.0001413251,0.001773212],"study_design_scores_gemma":[9.552218e-7,0.00006971066,0.9973269,0.0000396742,0.000006068052,0.0006181237,0.001343326,0.00006682987,0.00003602078,0.00000971249,0.0004798355,0.000002825601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966959,0.001556408,0.00005117814,0.0004970196,0.000008792684,0.000009054153,0.0003419658,0.000005059394,0.0008347368],"genre_scores_gemma":[0.9982614,0.00120924,0.0001009059,0.0001047614,0.00001338631,0.00001011222,0.0002138422,0.000001431489,0.00008496495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00540429,"threshold_uncertainty_score":0.01074564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303837283827797,"score_gpt":0.3085142120825587,"score_spread":0.2854758392442808,"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."}}