{"id":"W229668847","doi":"10.1177/229255030601400306","title":"Replantation Surgery in Quebec: The Bottlenecks to Rapid Care","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); McGill University","funders":"","keywords":"Replantation; Medicine; Amputation; Surgery; Hand surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009260052,0.0001428578,0.0005004451,0.001190234,0.00008130237,0.00004482676,0.00007254609,0.00009288282,0.000153898],"category_scores_gemma":[0.001774346,0.0001081088,0.000409265,0.0004448238,0.00009549032,0.0001344365,0.000004623056,0.0002593584,0.00001022136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512256,"about_ca_system_score_gemma":0.003035731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06012777,"about_ca_topic_score_gemma":0.161178,"domain_scores_codex":[0.9985107,0.0001362682,0.0006779375,0.0001460798,0.0001835713,0.0003454889],"domain_scores_gemma":[0.9963703,0.002622471,0.0002148746,0.0001896046,0.0002741347,0.0003286454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186194,0.00001431377,0.9036946,0.0000615668,0.00006415349,0.001588885,0.000281894,0.00005813944,0.0006764818,0.00004504603,0.05874858,0.03464771],"study_design_scores_gemma":[0.0001854354,0.00003463258,0.9466944,0.0009451802,0.00008567787,0.001589732,0.0009716485,0.000002681499,0.005387043,0.0000569803,0.04385118,0.0001954159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950874,0.001914875,0.0003392279,0.000358314,0.001670102,0.0001297847,0.00001671372,0.00001058195,0.0004730131],"genre_scores_gemma":[0.9990852,0.00005328303,0.0001074888,0.0002405097,0.0003583732,0.000006031104,0.00002454027,0.00001971262,0.0001048896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010502,"threshold_uncertainty_score":0.9461309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108899476726719,"score_gpt":0.2148866437357218,"score_spread":0.2037976489684546,"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."}}