{"id":"W4211259565","doi":"10.26226/morressier.5b5f433eb56e9b005965be72","title":"OCULAR POINT OF CARE ULTRASOUND (POCUS) DETECTION OF RETINOBLASTOMA IN THE PEDIATRIC EMERGENCY DEPARTMENT","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Retinoblastoma; Point of care ultrasound; Point of care; Medicine; Ultrasound; Medical emergency; Optometry; Ophthalmology; Radiology; Pathology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007031774,0.0003240212,0.00078162,0.0002854313,0.00004678604,0.000005900923,0.0002929187,0.0003093641,0.0001389579],"category_scores_gemma":[0.0006339258,0.0002206771,0.0003736063,0.0002788152,0.0001252014,0.00002640405,0.0003080026,0.00053135,0.00001308579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012531,"about_ca_system_score_gemma":0.00009950221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000283457,"about_ca_topic_score_gemma":0.0004576298,"domain_scores_codex":[0.9973629,0.0002188559,0.0009523651,0.0004716134,0.0007394365,0.0002547949],"domain_scores_gemma":[0.9977981,0.0001333493,0.0005544172,0.0009265881,0.0005373614,0.00005013814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184705,0.001244023,0.9127949,0.02254019,0.0007277688,0.00008669958,0.04279258,0.00004366002,0.01122563,0.0000968629,0.004643281,0.002619696],"study_design_scores_gemma":[0.001140128,0.002004271,0.9256657,0.0004833283,0.001315658,0.00009959254,0.008895257,0.00001999825,0.05866894,0.0008854624,0.0003702573,0.0004513659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868704,0.00581642,0.0001780813,0.000203514,0.0005893309,0.001658828,0.00003105159,0.00003692626,0.004615455],"genre_scores_gemma":[0.9956885,0.002457748,0.001251528,0.00002097388,0.0003732238,0.00009544266,0.00002783928,0.00002569803,0.00005902651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474433,"threshold_uncertainty_score":0.8998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180468136085762,"score_gpt":0.2729874645428118,"score_spread":0.2611827831819542,"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."}}