{"id":"W2099383816","doi":"10.1148/radiographics.22.5.g02se311291","title":"Image Interpretation Session","year":2002,"lang":"en","type":"article","venue":"Radiographics","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Session (web analytics); Interpretation (philosophy); Panel discussion; Reading (process); Medical education; Radiology; Medical physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004468469,0.001584449,0.001424359,0.002431424,0.002276167,0.003515338,0.002590036,0.003527368,0.6776948],"category_scores_gemma":[0.02060274,0.0006802719,0.001470631,0.0009017461,0.000651543,0.002440026,0.003606679,0.003920951,0.4540455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483654,"about_ca_system_score_gemma":0.002569024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267612,"about_ca_topic_score_gemma":0.002445451,"domain_scores_codex":[0.9975578,0.0007477327,0.0001745332,0.0004815705,0.0007432711,0.0002951097],"domain_scores_gemma":[0.989404,0.002532437,0.0002897724,0.00132485,0.0049039,0.001545067],"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":[0.0002948336,0.0001139538,0.0002126373,0.0002444264,0.000007404084,0.0002651182,0.0002100024,0.00007435909,0.000698626,0.001008079,0.9140302,0.08284027],"study_design_scores_gemma":[0.0000544791,0.00008673639,0.0006669787,0.0001750598,0.000008338053,0.0007958582,0.0001519572,0.0002219211,0.0005654567,0.00151446,0.9957332,0.00002563446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006382658,0.004957946,0.07104148,0.0267085,0.03291484,0.007002688,0.02001009,0.0292519,0.8017299],"genre_scores_gemma":[0.03400048,0.003525105,0.06144019,0.0207078,0.01030804,0.006475172,0.01614767,0.009990583,0.8374049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6776948,"threshold_uncertainty_score":0.4597293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540472468332969,"score_gpt":0.3072624830389881,"score_spread":0.2818577583556584,"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."}}