{"id":"W4409051625","doi":"10.1136/rapm-2025-106434","title":"Baby steps to mastery: building blocks for novices in pediatric regional anesthesia","year":2025,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"American Society of Regional Anesthesia and Pain Medicine","keywords":"Regional anesthesia; Medicine; Perioperative; Delphi method; Nerve block; Physical therapy; Anesthesia; Computer science","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":[0.04117245,0.001044946,0.0006845712,0.002062067,0.004086921,0.005027634,0.002795083,0.002268896,0.007842135],"category_scores_gemma":[0.05112391,0.0008483127,0.001067452,0.000720448,0.003737994,0.007087628,0.0121785,0.006534893,0.004071814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855106,"about_ca_system_score_gemma":0.02037431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173037,"about_ca_topic_score_gemma":0.007279206,"domain_scores_codex":[0.9702871,0.0207861,0.001218358,0.001406249,0.0037977,0.002504595],"domain_scores_gemma":[0.9530079,0.01890635,0.003781606,0.002791265,0.007932149,0.01358063],"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":[0.000349396,0.002484235,0.03464545,0.00440533,0.0001059418,0.0022805,0.1446212,0.001597672,0.008827999,0.02009987,0.0970326,0.6835498],"study_design_scores_gemma":[0.0002747116,0.003887238,0.07164835,0.01029795,0.0001821505,0.004666204,0.2753886,0.006078774,0.009386645,0.06117637,0.5563696,0.0006433802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4406343,0.01211491,0.2467723,0.1710277,0.005071891,0.009894073,0.0004227331,0.002407739,0.1116544],"genre_scores_gemma":[0.4383818,0.007897738,0.5162739,0.01737178,0.0005185122,0.004676698,0.0004786606,0.0003947434,0.01400623],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04117245,"threshold_uncertainty_score":0.2177434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457316931080978,"score_gpt":0.2890254601559176,"score_spread":0.2644522908451079,"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."}}