{"id":"W4414913754","doi":"10.1097/scs.0000000000011951","title":"Single-Stage Autologous Microtia Reconstruction","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Microtia; Costal cartilage; Soft tissue; Cartilage; Tissue expansion; Plastic surgery","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":[0.0003662533,0.0004447531,0.0007258076,0.0006130479,0.0004219297,0.0004255983,0.0007283447,0.0005010673,0.004158897],"category_scores_gemma":[0.0005653334,0.0002933496,0.001312569,0.0002828996,0.0002990658,0.0004600287,0.000679886,0.0006656275,0.0008319371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158233,"about_ca_system_score_gemma":0.000417753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622931,"about_ca_topic_score_gemma":0.0008873106,"domain_scores_codex":[0.9996428,0.00002618549,0.0000490524,0.0000911328,0.000121872,0.00006879977],"domain_scores_gemma":[0.9995414,0.0001116431,0.00009700301,0.0001385534,0.00003789889,0.00007349015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001604047,0.001530296,0.02668286,0.0008541158,0.0006012264,0.02409522,0.0005124282,0.005148919,0.4095387,0.001559764,0.002089924,0.5257825],"study_design_scores_gemma":[0.0005241432,0.009055674,0.1083925,0.0001864749,0.0005185468,0.6915706,0.0003106251,0.02575321,0.1457519,0.001135493,0.01657216,0.0002286377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8913383,0.003302569,0.09824274,0.0001767223,0.00040569,0.0002978961,0.0002591023,0.000654968,0.005321994],"genre_scores_gemma":[0.9695534,0.0008310874,0.02657056,0.00007819235,0.00009109082,0.00006225495,0.0001669811,0.00004360914,0.002602854],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004158897,"threshold_uncertainty_score":0.01391286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230086066849163,"score_gpt":0.2847332168552407,"score_spread":0.262432356186749,"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."}}