{"id":"W3184161380","doi":"10.5999/aps.2020.02495","title":"Early postoperative treatment of mastectomy scars using a fractional carbon dioxide laser: a randomized, controlled, split-scar, blinded study","year":2021,"lang":"en","type":"article","venue":"Archives of Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Mastectomy; Surgery; Patient satisfaction; Randomized controlled trial; Visual analogue scale; Prospective cohort study; Ablative case; Side effect (computer science); Carbon dioxide laser; Breast cancer; Laser surgery; Laser; Radiation therapy; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006817362,0.001406255,0.003363731,0.0007064383,0.0007023109,0.0007576629,0.001292643,0.002101192,0.003420034],"category_scores_gemma":[0.004399098,0.0008341872,0.001613249,0.0006461697,0.001817793,0.0009463627,0.0005024969,0.00141507,0.000481303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004768494,"about_ca_system_score_gemma":0.002123705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005187787,"about_ca_topic_score_gemma":0.0008681617,"domain_scores_codex":[0.9961998,0.002003981,0.0005094759,0.0004431229,0.0005604352,0.0002831798],"domain_scores_gemma":[0.9951069,0.001659234,0.001150903,0.0006915471,0.0006258246,0.0007655345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8831211,0.08939822,0.001104497,0.001040749,0.0005379746,0.00004915097,0.0001322741,0.0001750406,0.008018676,0.00007197595,0.0001956033,0.01615477],"study_design_scores_gemma":[0.6218148,0.374141,0.001927502,0.00003735571,0.0003418944,0.00003289853,0.00003497167,0.000214935,0.001157783,0.00004197165,0.0002387487,0.00001611143],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885913,0.001232043,0.001316824,0.0001274539,0.0003264951,0.007790252,0.0002143741,0.00003725107,0.0003639944],"genre_scores_gemma":[0.9746922,0.001741014,0.006815478,0.0006424672,0.0008155464,0.01377334,0.0003367018,0.00001814006,0.001165189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006817362,"threshold_uncertainty_score":0.03605407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856393908850949,"score_gpt":0.3110640950125377,"score_spread":0.2725001559240283,"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."}}