{"id":"W2520205925","doi":"10.1503/cmaj.160428","title":"Intraocular foreign bodies","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Foreign Bodies; Grinding; Computer science; Yard; Medicine; Optometry; Ophthalmology; Surgery; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010383,0.0001067012,0.000239832,0.0001692307,0.0001949921,0.00004506364,0.0001127491,0.0002901182,0.008244912],"category_scores_gemma":[0.002115657,0.00006524837,0.0001552615,0.00008297998,0.00007754344,0.000123213,0.000008368573,0.0003761236,0.0004480461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007514051,"about_ca_system_score_gemma":0.0018447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002968094,"about_ca_topic_score_gemma":0.00262076,"domain_scores_codex":[0.9978572,0.00006247241,0.0003617048,0.0001123138,0.001153366,0.000452951],"domain_scores_gemma":[0.9976637,0.0001040451,0.0001137611,0.0001122875,0.0003076556,0.001698519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003841846,0.00005600632,0.4077907,0.00002901269,0.0006054015,0.00186297,0.0003786377,1.847895e-7,0.0001930777,0.02131597,0.3435445,0.2241851],"study_design_scores_gemma":[0.003034611,0.0002083284,0.07641426,0.000398914,0.0001195536,0.002402713,0.0004733368,0.00002922359,0.0004864278,0.00993813,0.906259,0.000235471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3774843,0.001611976,0.009885802,0.2778835,0.002219863,0.0006277997,0.0001064543,0.000196781,0.3299835],"genre_scores_gemma":[0.9876816,0.0001853756,0.0003853662,0.007782798,0.001562332,0.000004713498,0.000003851801,0.00001785642,0.002376086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6101973,"threshold_uncertainty_score":0.9926617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007393653605678807,"score_gpt":0.2334788113214359,"score_spread":0.2260851577157571,"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."}}