{"id":"W4402397751","doi":"10.1016/j.det.2024.08.011","title":"Laser Modalities in Dermatology","year":2024,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bausch Health; AbbVie","keywords":"Medicine; Dermatology; Modalities","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005952546,0.001291439,0.001765291,0.005163115,0.0004137091,0.001436403,0.0009444251,0.001182087,0.01540903],"category_scores_gemma":[0.001018906,0.0004316836,0.0007412303,0.003511746,0.000670772,0.002399416,0.00132553,0.002530108,0.005096774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006341705,"about_ca_system_score_gemma":0.001414558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270046,"about_ca_topic_score_gemma":0.003541078,"domain_scores_codex":[0.9997059,0.00005547504,0.0000477681,0.00004660623,0.0001116391,0.0000325839],"domain_scores_gemma":[0.9995518,0.0002062203,0.00008594785,0.00001984704,0.00008906854,0.00004718109],"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":[0.00007099327,0.00007217737,0.00009289048,0.0191328,0.00006947303,0.0001561833,0.00005063031,0.0001888271,0.00130268,0.001427944,0.03827965,0.9391557],"study_design_scores_gemma":[0.00005535529,0.000141412,0.001016056,0.01021373,0.0003337005,0.002222889,0.00006965167,0.0001103779,0.0003523417,0.001871842,0.9835848,0.00002780064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005851921,0.9975267,0.00008406691,0.0001302542,0.0003872737,0.000007611202,0.00001122779,0.000009099414,0.001785211],"genre_scores_gemma":[0.0006446453,0.9963433,0.0001964963,0.0003632535,0.00065967,0.00000887649,0.00002382539,0.000002530313,0.001757342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01540903,"threshold_uncertainty_score":0.0515483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.176010181819628,"score_gpt":0.4921163142219318,"score_spread":0.3161061324023038,"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."}}