{"id":"W4382068341","doi":"10.1177/22925503231180889","title":"Immediate Prepectoral Breast Reconstruction Without Acellular Dermal Matrices: Preliminary Results","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Breast reconstruction; Implant; Dehiscence; Surgery; Wound dehiscence; Hematoma; Prospective cohort study; Seroma; Demographics; Periprosthetic; Complication; Breast cancer; Internal medicine; Arthroplasty; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005256272,0.0004806082,0.0003222134,0.0003571647,0.000201091,0.0005377869,0.0004206785,0.0002361,0.002499449],"category_scores_gemma":[0.001061502,0.0001316653,0.0005338521,0.0003115679,0.0003253577,0.0003805466,0.0003674634,0.0004658867,0.0005074658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430488,"about_ca_system_score_gemma":0.0001736403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520043,"about_ca_topic_score_gemma":0.0003177928,"domain_scores_codex":[0.9997045,0.00006909149,0.00004672927,0.00004477218,0.0000853061,0.00004956935],"domain_scores_gemma":[0.9992291,0.0003134739,0.0001584355,0.0001240277,0.00005132584,0.0001236717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01639837,0.02158628,0.376696,0.001044998,0.0005887313,0.01373232,0.001297006,0.00211394,0.07335824,0.0002657761,0.001070344,0.4918479],"study_design_scores_gemma":[0.001705417,0.1967117,0.6105245,0.0003018792,0.000600962,0.1191908,0.001277437,0.004439364,0.0572759,0.0003554765,0.00750835,0.0001082913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974286,0.000691172,0.0008892212,0.00003276134,0.00001287852,0.00003977118,0.0001000347,0.00001802129,0.0007875953],"genre_scores_gemma":[0.9968406,0.0007442463,0.001634991,0.00005887487,0.00003137619,0.00002747469,0.0002783715,0.000007595507,0.000376431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499449,"threshold_uncertainty_score":0.008361518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350232157360857,"score_gpt":0.2413146989550549,"score_spread":0.2178123773814464,"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."}}