{"id":"W2909742962","doi":"10.1097/iop.0000000000001209","title":"A Systematic Review and Meta-analysis of Methods for Reducing Local Anesthetic Injection Pain Among Patients Undergoing Periocular Surgery","year":2019,"lang":"en","type":"review","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Medicine; Anesthetic; Anesthesia; Local anesthetic; Context (archaeology); Topical anesthetic; Meta-analysis; Observational study; Systematic review; MEDLINE; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004343555,0.0007559934,0.01232055,0.0009770168,0.0001546273,0.00007726192,0.0001546885,0.0004763788,0.00007931376],"category_scores_gemma":[0.002611026,0.0005493045,0.004719918,0.000937269,0.0004660085,0.0002283408,0.00008539807,0.0003164363,0.000003574388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119472,"about_ca_system_score_gemma":0.0002107917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004509738,"about_ca_topic_score_gemma":0.000003139979,"domain_scores_codex":[0.9935855,0.002611649,0.002266125,0.0009322383,0.0002324531,0.0003719825],"domain_scores_gemma":[0.9741914,0.02263857,0.002385192,0.0004583631,0.0001947491,0.0001317671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009394274,0.00005650335,0.0009246801,0.8806255,0.06410351,0.00002331057,0.00001696867,0.00000171781,1.029562e-7,0.00002179468,0.00004318556,0.05417337],"study_design_scores_gemma":[0.00007033147,0.00008151571,0.0002017622,0.1559695,0.8386056,0.003326922,0.0001428263,0.0001725729,0.000002341542,0.00005929611,0.0004652131,0.000902103],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001277219,0.9892508,0.006708444,0.000001947963,0.0002805087,0.00225642,0.0001638872,0.00004299212,0.0000178213],"genre_scores_gemma":[0.001704175,0.9960558,0.001046132,0.00002065094,0.00001546175,0.0006613102,0.000255551,0.00008114282,0.0001598171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7745021,"threshold_uncertainty_score":0.9996958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633423975499007,"score_gpt":0.3382377867484023,"score_spread":0.2748953891985015,"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."}}