{"id":"W2914647474","doi":"10.1001/jamafacial.2018.1317","title":"Considerations for Ophthalmic Complications","year":2019,"lang":"en","type":"letter","venue":"JAMA Facial Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Plastic surgery; Nova scotia; General surgery; Reconstructive surgery; Surgery; Ophthalmology; Optometry; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003477114,0.000423287,0.00110099,0.0007431078,0.0002241985,0.0001513639,0.00009533795,0.001246218,0.0008296753],"category_scores_gemma":[0.01437876,0.0004223341,0.0007319538,0.0002244799,0.000136434,0.0001335371,0.0000363479,0.00116712,0.0004853928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183223,"about_ca_system_score_gemma":0.001177904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002440606,"about_ca_topic_score_gemma":0.000003578466,"domain_scores_codex":[0.9974306,0.00008914628,0.0008352787,0.0005949911,0.0005291099,0.0005208593],"domain_scores_gemma":[0.9719657,0.02647463,0.0003150538,0.0005431412,0.0005954122,0.0001060138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005396309,0.00005953973,0.00117915,0.0002192805,0.0001174992,0.000159023,0.00001936098,0.000002239042,0.0002273551,0.0002055263,0.9961502,0.001606849],"study_design_scores_gemma":[0.0003473581,0.00005100945,0.002969046,0.0003110389,0.0001247043,0.000204079,0.000008426882,0.00017181,0.0001341581,0.0008698156,0.9943976,0.0004108897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001451385,0.00008082554,0.003411291,0.9748223,0.005721124,0.002023344,0.002054485,0.0006088117,0.009826371],"genre_scores_gemma":[0.02512045,0.00004321888,0.001297161,0.9581686,0.00267401,0.0008346823,0.006253143,0.0001574736,0.00545131],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02638548,"threshold_uncertainty_score":0.9998229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07678329377288678,"score_gpt":0.3086266701765809,"score_spread":0.2318433764036941,"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."}}