{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003535316,0.0002839649,0.0004217588,0.0003456946,0.0004004099,0.0006434197,0.0003330755,0.0009833504,0.01589665],"category_scores_gemma":[0.001009573,0.0001257406,0.0002016967,0.0003572789,0.0006823741,0.0004802732,0.0003839803,0.0004560209,0.001568663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413074,"about_ca_system_score_gemma":0.0003176874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174902,"about_ca_topic_score_gemma":0.00149672,"domain_scores_codex":[0.9997064,0.00006836115,0.00003311567,0.00004120903,0.00007735821,0.00007345127],"domain_scores_gemma":[0.9994872,0.0001849018,0.0001917232,0.0000178508,0.00004445885,0.00007388015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002664025,0.00156721,0.7845625,0.00302207,0.000130518,0.05454312,0.001494211,0.0002781754,0.02048751,0.0008082339,0.007460353,0.1229821],"study_design_scores_gemma":[0.0002437294,0.004378784,0.8471133,0.0007408807,0.0001012345,0.1340622,0.002414696,0.0002529949,0.001501717,0.0006878104,0.008470462,0.00003217801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736369,0.01257612,0.0005239901,0.003740885,0.0002298633,0.0001390839,0.0005272613,0.0000351779,0.00859083],"genre_scores_gemma":[0.9940948,0.002318037,0.0002560299,0.0009091818,0.000312731,0.00003058048,0.00009680188,0.000004220426,0.001977721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589665,"threshold_uncertainty_score":0.05317956,"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."}}