{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001571244,0.0002237587,0.0005166835,0.0001958494,0.0001651944,6.623593e-7,0.0003505766,0.000327844,0.003897026],"category_scores_gemma":[0.003407587,0.0001272568,0.0001779278,0.001031758,0.0007644012,0.00009995027,0.00009021638,0.0007869087,0.0001382357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930672,"about_ca_system_score_gemma":0.0001429711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175542,"about_ca_topic_score_gemma":0.000006682682,"domain_scores_codex":[0.996405,0.00008888214,0.001339542,0.0002863124,0.001405074,0.0004751887],"domain_scores_gemma":[0.9982193,0.0004577083,0.0002493806,0.0005703193,0.0001451749,0.0003581778],"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":[0.0002607972,0.00002480683,0.08634675,0.0002614234,0.000335947,0.00003896519,0.001865108,0.000001442458,0.001620501,0.005107334,0.8944039,0.009733048],"study_design_scores_gemma":[0.003430639,0.0009922209,0.1734359,0.001684134,0.0007474091,0.0002025291,0.00246191,0.004014655,0.001849351,0.0072652,0.8034769,0.0004392291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842834,0.01214244,0.0004321488,0.08173168,0.00406869,0.001236418,0.00003523515,0.0004841591,0.01558582],"genre_scores_gemma":[0.8575737,0.1200259,0.0001390871,0.002132969,0.001682466,0.00007186378,0.00009725185,0.00008894031,0.01818781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078835,"threshold_uncertainty_score":0.9970136,"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."}}