{"id":"W4405232457","doi":"10.1016/j.jradnu.2024.10.007","title":"A Look Back at JRN","year":2024,"lang":"en","type":"article","venue":"Journal of Radiology Nursing","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Medical Association","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":[0.007966286,0.0005829625,0.001055947,0.001825946,0.006478914,0.0107444,0.001883005,0.0138974,0.04819812],"category_scores_gemma":[0.03208224,0.0004307673,0.000892227,0.001475399,0.005625985,0.008442441,0.004399833,0.02580097,0.02097577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007044157,"about_ca_system_score_gemma":0.01324976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0173099,"about_ca_topic_score_gemma":0.04710487,"domain_scores_codex":[0.9944785,0.001161523,0.0004536207,0.0005630053,0.002341195,0.00100221],"domain_scores_gemma":[0.9732301,0.004557769,0.001051907,0.001002324,0.01193305,0.008224808],"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":[0.0000195703,0.00002670833,0.0002939527,0.0001278556,0.000006157451,0.0001400429,0.0002167819,0.00001864414,0.0000770436,0.009396534,0.9714263,0.01825057],"study_design_scores_gemma":[0.000008009339,0.00001873921,0.0006112705,0.0004975523,0.000007754001,0.0002410394,0.0007234327,0.00002302684,0.00004314857,0.003819359,0.9939872,0.00001945422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004092053,0.01547723,0.0002551799,0.8402008,0.1187626,0.000008873479,0.0000563814,0.00005176849,0.02477803],"genre_scores_gemma":[0.008821643,0.01545043,0.000699777,0.7726693,0.08692906,0.00002413274,0.00006801076,0.0002218782,0.1151158],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04819812,"threshold_uncertainty_score":0.1612387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017763846962234,"score_gpt":0.3823967664559111,"score_spread":0.3422191279862887,"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."}}