{"id":"W2945479109","doi":"10.1111/tbj.13295","title":"Paravertebral blocks in immediate breast reconstruction following mastectomy","year":2019,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Mastectomy; Breast reconstruction; Mammaplasty; General surgery; Breast cancer; Surgery; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0008581206,0.0001312136,0.0002356321,0.0001383036,0.00009309719,0.00004466728,0.0001342011,0.00005525336,0.0008301723],"category_scores_gemma":[0.000006538844,0.00008230007,0.0001695328,0.000176733,0.00003276858,0.0001247251,0.00002199482,0.0004505422,0.0002465916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008394429,"about_ca_system_score_gemma":0.00006449951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003248294,"about_ca_topic_score_gemma":0.000005052279,"domain_scores_codex":[0.9988772,0.0001176266,0.0002778844,0.000136394,0.0002875583,0.0003033493],"domain_scores_gemma":[0.9995039,0.00003876833,0.0001105455,0.0002051999,0.00003151664,0.0001100933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003403022,0.0000566372,0.9479914,0.00002032823,0.000122058,0.0002712816,0.0003549184,0.00005265393,0.0004945454,0.00007413709,0.000360575,0.04986118],"study_design_scores_gemma":[0.002632646,0.00007542376,0.9206905,0.0003431579,0.000101342,0.07260098,0.001026476,0.0008918477,0.00001694923,0.0005041386,0.0009926507,0.0001238309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901909,0.0001057173,0.00009932029,0.005893014,0.0003209146,0.0002589959,5.682697e-7,0.00002074969,0.003109875],"genre_scores_gemma":[0.9968193,0.0000240665,0.0001520574,0.0007557779,0.0003933494,0.000003834687,0.000002011294,0.0000168868,0.001832762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07232969,"threshold_uncertainty_score":0.9089804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007379023013558558,"score_gpt":0.2213914458422417,"score_spread":0.2140124228286832,"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."}}