{"id":"W4318967639","doi":"10.1097/prs.0000000000009906","title":"Breast Hypertrophy: A Real Pain in the Back","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Muscle hypertrophy; Back pain; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001210911,0.0002064005,0.0004452432,0.0003822398,0.000233334,0.00002219026,0.0001107613,0.00006691165,0.001565558],"category_scores_gemma":[0.0001295067,0.0001525257,0.0002020353,0.0005855954,0.000224877,0.00009654494,0.00005413284,0.0005919504,0.00006538858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820511,"about_ca_system_score_gemma":0.0003197164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223313,"about_ca_topic_score_gemma":0.00003213702,"domain_scores_codex":[0.9978555,0.000594875,0.000424662,0.0003508103,0.0003698767,0.0004042888],"domain_scores_gemma":[0.9961883,0.003280137,0.0001453651,0.0002384654,0.00005081141,0.00009686423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0009999878,0.0001867122,0.3720075,0.00005939762,0.0001029184,0.0003567204,0.0003139192,0.00001834495,0.0002033161,0.0002479486,0.002370234,0.623133],"study_design_scores_gemma":[0.00139892,0.000235449,0.4027728,0.0001582632,0.0001223979,0.5856055,0.006386896,0.0008550173,0.00003976556,0.0006633783,0.001317544,0.000444015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937116,0.00005934972,0.00006311048,0.000351175,0.001789301,0.0003033743,0.0001277887,0.00004332087,0.003550985],"genre_scores_gemma":[0.9989937,0.00001667584,0.0002371618,0.0001099298,0.0003404242,0.00009187272,0.00008566026,0.00002353937,0.0001010346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6226889,"threshold_uncertainty_score":0.9993472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829115017592959,"score_gpt":0.2222556843012064,"score_spread":0.2039645341252768,"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."}}