{"id":"W4220843601","doi":"10.1097/dss.0000000000003427","title":"Review of Eye Injuries Associated With Dermatologic Laser Treatment","year":2022,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; University of Calgary; University of British Columbia","funders":"","keywords":"Laser treatment; Context (archaeology); Laser; Laser therapy; Eye disease; Laser surgery","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":[0.001172167,0.0006747469,0.001582859,0.01237609,0.0005538287,0.001288121,0.001297564,0.00103896,0.004415579],"category_scores_gemma":[0.005508838,0.0004033591,0.001121047,0.01385267,0.0005621012,0.001591651,0.0006149479,0.0005200144,0.0007589029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009904201,"about_ca_system_score_gemma":0.003035606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371473,"about_ca_topic_score_gemma":0.00750869,"domain_scores_codex":[0.9981508,0.0002552228,0.0009758894,0.0001501072,0.0004036643,0.00006432767],"domain_scores_gemma":[0.9926324,0.00411396,0.002022354,0.0001087352,0.0009757655,0.0001467196],"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":[0.0002099526,0.00007720659,0.00825292,0.4317344,0.001320349,0.007211957,0.0007627215,0.0001930259,0.001388786,0.0008552836,0.038672,0.5093215],"study_design_scores_gemma":[0.00007096723,0.0003588022,0.05911433,0.3254363,0.007189179,0.06975093,0.001680749,0.0002080122,0.001416854,0.0008387002,0.533828,0.0001072528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001423936,0.9966903,0.00006640103,0.000172107,0.0001918377,0.00001857306,0.0001555215,0.000007883711,0.001273431],"genre_scores_gemma":[0.00671664,0.9921119,0.0002558806,0.0002696157,0.0002028654,0.00001861096,0.0001984775,0.000002938667,0.0002229779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01237609,"threshold_uncertainty_score":0.01477158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398338555353507,"score_gpt":0.3164576637222961,"score_spread":0.272474278168761,"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."}}