{"id":"W4391822176","doi":"10.1177/12034754241227629","title":"Laser Applications in Wound and Scar Management Post-Mohs Micrographic Surgery: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; McGill University Health Centre","funders":"","keywords":"Medicine; Mohs surgery; Surgery; Wound healing; Keloid; MEDLINE; Cochrane Library; CINAHL; Dermatology; Randomized controlled trial; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001811829,0.0004515791,0.006281093,0.001947244,0.00005653223,0.0000390821,0.0001031665,0.0002006685,0.00003338161],"category_scores_gemma":[0.0002914451,0.000217544,0.0007626786,0.00090787,0.000207238,0.00004537887,0.00005923327,0.0006704333,0.00001086025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000879201,"about_ca_system_score_gemma":0.0003051272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009239709,"about_ca_topic_score_gemma":0.000002667261,"domain_scores_codex":[0.9961511,0.0003083541,0.002273157,0.0003229301,0.0006100399,0.0003344399],"domain_scores_gemma":[0.9962539,0.00208469,0.0008015734,0.0003360398,0.000190341,0.0003334375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001114257,0.000136626,0.0000846133,0.8540177,0.001366688,0.01973655,0.00002804432,3.525762e-9,6.867735e-8,0.000009701811,0.01354947,0.1110594],"study_design_scores_gemma":[0.0001106614,0.00008878726,0.000005402967,0.6142923,0.01124692,0.07129046,0.0001343518,3.697416e-7,2.160627e-8,0.0000191426,0.3026856,0.0001260211],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002015621,0.9953833,0.000001524174,0.00180951,0.0001771693,0.00218266,0.000009508667,0.00001465946,0.0002201488],"genre_scores_gemma":[0.00009937234,0.9981503,0.00002475185,0.0006185321,0.0001444494,0.0001277564,0.00004779518,0.00004510863,0.0007419151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2891361,"threshold_uncertainty_score":0.8871187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926201159607212,"score_gpt":0.3657735172445034,"score_spread":0.3165115056484312,"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."}}