{"id":"W3021069444","doi":"10.1097/gox.0000000000002796","title":"Laser Resurfacing: Safety and Technique","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Laser; Ablative case; Hypopigmentation; Medicine; Erbium; Surgery; Biomedical engineering; Dermatology; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002432824,0.001017187,0.0006093418,0.00140511,0.0009171182,0.001365066,0.001063938,0.001692482,0.01956588],"category_scores_gemma":[0.004604381,0.0003436538,0.000775336,0.0004822215,0.0009606924,0.001310296,0.0007596815,0.00200831,0.01359898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084033,"about_ca_system_score_gemma":0.0009617149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007626321,"about_ca_topic_score_gemma":0.0006813568,"domain_scores_codex":[0.9979208,0.0003173073,0.0001769347,0.0002425395,0.001259134,0.00008336158],"domain_scores_gemma":[0.9978791,0.0005414545,0.0002513418,0.0005620997,0.0006002767,0.0001657114],"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":[0.0002140164,0.0002549163,0.002765372,0.0008774126,0.00003465134,0.002171853,0.0002276874,0.0004554492,0.02186837,0.003032715,0.03996719,0.9281304],"study_design_scores_gemma":[0.0002522602,0.001904769,0.04602498,0.002081805,0.0001642736,0.3048455,0.0003309175,0.005861375,0.03350491,0.01120091,0.5935487,0.0002795963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07589139,0.1132917,0.5380292,0.03110327,0.006654026,0.002499161,0.001939399,0.01271707,0.2178748],"genre_scores_gemma":[0.4711359,0.04012499,0.3813976,0.007941789,0.01063713,0.002788772,0.001826401,0.003497504,0.08064986],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01956588,"threshold_uncertainty_score":0.06545436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469119535627352,"score_gpt":0.3164437116195287,"score_spread":0.2695317580567935,"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."}}