{"id":"W2321096553","doi":"10.1097/psn.0000000000000066","title":"Cryogenic Lipolysis","year":2014,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Certification; Plastic surgery; Medicine; Nursing; General surgery; Surgery; Political science; Law","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":[0.0002246788,0.000117189,0.0003061423,0.00009651238,0.00008463106,0.00002069737,0.00004195987,0.00008295721,0.000315461],"category_scores_gemma":[0.0005923826,0.00009656036,0.0001584202,0.0001639117,0.000092631,0.00003046825,0.000008904619,0.0001686642,0.0001785036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005268186,"about_ca_system_score_gemma":0.00003289126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007380764,"about_ca_topic_score_gemma":4.319806e-7,"domain_scores_codex":[0.998972,0.00005336679,0.0001979011,0.0002233688,0.0002423982,0.0003109844],"domain_scores_gemma":[0.9982124,0.001281538,0.00003223204,0.0001947004,0.00003818344,0.0002409479],"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":[0.001999707,0.001609665,0.05929033,0.0002019329,0.0003754258,0.001085819,0.0006719875,0.0002262539,0.009268297,0.009035644,0.01853114,0.8977038],"study_design_scores_gemma":[0.01788612,0.001719209,0.2385802,0.006918955,0.002594636,0.004081603,0.0004110486,0.1445465,0.009319268,0.003258536,0.5681881,0.002495797],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537424,0.0003244268,0.002737497,0.0009822565,0.001183815,0.00005757418,8.706148e-7,0.0001901224,0.04078098],"genre_scores_gemma":[0.997321,0.000008769954,0.0003207134,0.00008010177,0.001244537,0.000003100884,0.000006054225,0.00001854821,0.0009971694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.895208,"threshold_uncertainty_score":0.3937617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094873479395569,"score_gpt":0.2602195581331145,"score_spread":0.2492708233391588,"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."}}