{"id":"W3013040457","doi":"10.1177/0846537120913031","title":"An Evaluation of the Content of Canadian and American Nuclear Medicine Fellowship Websites","year":2020,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Ranking (information retrieval); The Internet; Incentive; Medical education; Family medicine; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979155,0.00007877919,0.0003440314,0.0003000285,0.0001060985,0.000006890652,0.0001273501,0.00009718151,0.0001953983],"category_scores_gemma":[0.004461666,0.0000571921,0.00005772584,0.0003958292,0.0002899546,0.00009433292,0.000003818719,0.0002510999,0.000001241537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007242458,"about_ca_system_score_gemma":0.00192347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3030475,"about_ca_topic_score_gemma":0.3051066,"domain_scores_codex":[0.9985412,0.0004579547,0.0003995459,0.0001100028,0.0003027958,0.0001884694],"domain_scores_gemma":[0.9973568,0.0001351037,0.001024418,0.00012827,0.000755181,0.0006002393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005141327,0.00001700495,0.964909,0.00002084053,0.0001976263,0.000002495635,0.003084135,0.0000990606,0.006602739,0.0003058603,0.02078078,0.003929026],"study_design_scores_gemma":[0.0008153636,0.0006035408,0.9851207,0.00004218848,0.0003239597,0.00007852016,0.00390987,0.001245024,0.00009209635,0.00006036079,0.007654857,0.00005356621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204435,0.000291677,0.000002383093,0.07739967,0.0001943922,0.0001786907,0.00002155574,0.000002416375,0.001465718],"genre_scores_gemma":[0.9973744,0.0003010745,0.0001614118,0.001871409,0.0002241489,0.000001089373,0.00001223442,0.000007830249,0.00004646815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07693084,"threshold_uncertainty_score":0.7075734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093623617420997,"score_gpt":0.321946172253934,"score_spread":0.2125838105118343,"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."}}