{"id":"W2163472155","doi":"10.1148/radiol.11101426","title":"Net Assets: Review of Online Radiology Resources. Part I. Educational Resources","year":2011,"lang":"en","type":"review","venue":"Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; The Internet; MEDLINE; Radiology; Library science; World Wide Web; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001433704,0.0006433832,0.00477777,0.0004830809,0.00009116926,0.000005754425,0.0006017287,0.001202742,0.003331616],"category_scores_gemma":[0.00214735,0.0004926667,0.0008230643,0.0004900859,0.000672128,0.00008224481,0.00009907096,0.001244719,0.0002422817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188919,"about_ca_system_score_gemma":0.001509142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006491177,"about_ca_topic_score_gemma":0.00000657423,"domain_scores_codex":[0.9946366,0.001667412,0.001994055,0.0009132297,0.0001733888,0.0006152999],"domain_scores_gemma":[0.9944999,0.001586027,0.002177211,0.001210782,0.000237219,0.0002888798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007961665,0.000586843,0.0005416205,0.1085536,0.001324506,0.00002717043,0.0002106861,1.307209e-7,8.536997e-7,0.001339072,0.3408063,0.5465296],"study_design_scores_gemma":[0.0002847395,0.0005136176,0.0009434709,0.04118277,0.003487486,0.009891714,0.00002152862,6.961295e-7,8.458584e-8,0.00007682548,0.9432575,0.0003396044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000168361,0.9888577,0.000003807271,0.003003813,0.00186466,0.001217937,0.0001542998,0.00004767297,0.004681755],"genre_scores_gemma":[0.000003783148,0.9862227,0.000943563,0.001872455,0.003537911,0.0002182357,0.003935438,0.00008784257,0.003178044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6024512,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08992485093854681,"score_gpt":0.4009621037482083,"score_spread":0.3110372528096615,"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."}}