{"id":"W3164843422","doi":"10.1111/dth.14999","title":"Fractional <scp> CO <sub>2</sub> </scp> laser to improve noticeable scars after skin cancer surgery: An appraisal by the patients, laypersons, and experts","year":2021,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Ablative case; Patient satisfaction; Carbon dioxide laser; Surgery; Dermatology; Laser surgery; Laser treatment; Laser","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":[0.0001598014,0.0003022159,0.0004936444,0.00009013728,0.000266206,0.0001347352,0.0001164779,0.00021123,0.0001469684],"category_scores_gemma":[0.0001273376,0.0001762126,0.0001307012,0.0002447344,0.0001710827,0.0001807671,0.00005881457,0.0002505174,0.00004262315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005965127,"about_ca_system_score_gemma":0.0001916282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007053233,"about_ca_topic_score_gemma":0.0000189457,"domain_scores_codex":[0.9978191,0.0002583098,0.0002951748,0.0005595733,0.0004820993,0.0005857006],"domain_scores_gemma":[0.9982344,0.0007376648,0.00008919301,0.0004110791,0.0002026905,0.0003250091],"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":[0.0003450051,0.001741118,0.6220476,0.00005665919,0.0004706096,0.0007303057,0.001376114,0.000004816484,0.00963915,0.0000236412,0.3024583,0.0611066],"study_design_scores_gemma":[0.004935109,0.0003307619,0.2873122,0.00008306827,0.00009380556,0.001304372,0.00325995,0.0001259474,0.2963205,0.00004724628,0.4058488,0.0003382339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887967,0.004829113,0.00002215578,0.004745269,0.0003863244,0.0005886466,0.000152412,0.00007421334,0.0004051607],"genre_scores_gemma":[0.98751,0.002091937,0.00007171103,0.009024691,0.00009350497,0.0005110173,0.0002224421,0.00003738271,0.0004372981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347355,"threshold_uncertainty_score":0.7185743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778903220296455,"score_gpt":0.3065017109956681,"score_spread":0.2887126787927036,"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."}}