{"id":"W4389951185","doi":"10.1111/acem.14858","title":"The use of radiopaque markers is medical dogma","year":2023,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0238623,0.0007302448,0.00110577,0.002963774,0.001922618,0.005874312,0.002806832,0.00826551,0.005541775],"category_scores_gemma":[0.06915876,0.00057526,0.0006536159,0.001673787,0.0315744,0.01235377,0.003771316,0.01411596,0.005847191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671428,"about_ca_system_score_gemma":0.002645249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476042,"about_ca_topic_score_gemma":0.001298574,"domain_scores_codex":[0.9815677,0.007039133,0.002098971,0.002511954,0.006324203,0.0004581436],"domain_scores_gemma":[0.9150879,0.05260676,0.007041636,0.008996596,0.01431026,0.001956872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004069981,0.0002420236,0.006096079,0.002655072,0.0001183288,0.001778582,0.00731338,0.0006817779,0.002717237,0.2655791,0.1592641,0.5531473],"study_design_scores_gemma":[0.00004570736,0.0003212802,0.00255033,0.004665284,0.00006910767,0.01176349,0.003166511,0.0006074789,0.001908481,0.1108234,0.8638898,0.0001892037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01234736,0.2172924,0.05330149,0.6371002,0.02167163,0.00007394113,0.0002239732,0.0005344557,0.05745455],"genre_scores_gemma":[0.3794149,0.2007408,0.06911913,0.2674006,0.06007494,0.0002835615,0.0002933625,0.0007800062,0.02189268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0238623,"threshold_uncertainty_score":0.1261974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10580359475593,"score_gpt":0.3739851891477695,"score_spread":0.2681815943918395,"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."}}