{"id":"W2928481354","doi":"10.1016/j.jcjo.2019.02.001","title":"Survey of reported eye injuries from handheld laser devices in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Mobile device; Optometry; Occupational safety and health; Injury prevention; Poison control; Ophthalmology; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004930423,0.0001982901,0.0002061681,0.001448364,0.0008866548,0.0005182751,0.0007483168,0.000320675,0.002346556],"category_scores_gemma":[0.001834234,0.0002495497,0.0003220021,0.003396825,0.0003789206,0.0002229387,0.0005417454,0.0004494313,0.0002793054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009073459,"about_ca_system_score_gemma":0.01235516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719486,"about_ca_topic_score_gemma":0.9724655,"domain_scores_codex":[0.9989339,0.00005528464,0.00009138414,0.00009366079,0.0006086089,0.0002172559],"domain_scores_gemma":[0.99728,0.0001379504,0.0008052189,0.00004007091,0.001195912,0.0005408662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000221529,0.00002637685,0.9935269,0.00008211676,0.00002200819,0.00008381723,0.0003813078,0.00004330028,0.0001707632,0.00002148093,0.001453336,0.00416642],"study_design_scores_gemma":[0.000002022818,0.00001850548,0.9982735,0.00003334126,0.000004895679,0.00006031015,0.0006317798,0.00007510159,0.00004027804,0.000003256815,0.0008526994,0.000004242343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816674,0.0006790942,0.0001243546,0.0004066682,0.00001387145,0.0001184715,0.01275905,0.00002196376,0.004209095],"genre_scores_gemma":[0.9942341,0.001190966,0.0002259777,0.0002629133,0.000006286323,0.00003768198,0.002916199,0.000005531853,0.001120355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02805144,"threshold_uncertainty_score":0.06583279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090839669211421,"score_gpt":0.3189268551328674,"score_spread":0.2780184584407532,"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."}}