{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002591658,0.0002560961,0.00241028,0.0004120108,0.00006522545,0.00001272645,0.00004683775,0.00005601362,0.00007879565],"category_scores_gemma":[0.001281111,0.0001579697,0.0008867521,0.0002173875,0.0003279697,0.00004432183,0.00004583319,0.0001144034,0.000002177786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004882605,"about_ca_system_score_gemma":0.000637443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004466021,"about_ca_topic_score_gemma":0.00001350431,"domain_scores_codex":[0.9973233,0.0007091143,0.0008154407,0.0003459778,0.0005064597,0.0002996859],"domain_scores_gemma":[0.9828273,0.01629531,0.0002806845,0.0002790104,0.0001701396,0.0001475489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4315766,0.01065995,0.5220268,0.0001551702,0.0125274,0.003311091,0.00394201,0.000560139,0.01121628,0.00008162735,0.00000867471,0.003934268],"study_design_scores_gemma":[0.6599053,0.001487863,0.3106239,0.0006695335,0.003018528,0.0006464866,0.004443346,0.006665966,0.01205457,0.0001290765,0.00002124003,0.0003341975],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962186,0.0008569413,0.0000940524,0.00007388501,0.000272725,0.001367479,0.00003478081,0.00001767763,0.001063866],"genre_scores_gemma":[0.9988058,0.0001802667,0.0003906889,0.000007484802,0.00004668821,0.000136372,0.00002264373,0.00002030189,0.0003897094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283287,"threshold_uncertainty_score":0.6441818,"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."}}