{"id":"W4248461624","doi":"10.5858/2008-132-745-ntsatf","title":"NightHawk Teleradiology Services: A Template for Pathology?","year":2008,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teleradiology; Medicine; Pathology; Computer science; Telemedicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002832843,0.0009655613,0.0005127608,0.00133716,0.002210299,0.006940824,0.001982642,0.005180602,0.1620198],"category_scores_gemma":[0.007436305,0.0006096823,0.0009371222,0.00124811,0.002210402,0.009913253,0.00660039,0.005827833,0.1263202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376495,"about_ca_system_score_gemma":0.00562698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180837,"about_ca_topic_score_gemma":0.005932908,"domain_scores_codex":[0.9980201,0.0005073429,0.0001816387,0.0001826419,0.0008112215,0.0002970107],"domain_scores_gemma":[0.9915407,0.0004982487,0.0004540541,0.0005318134,0.001669805,0.005305416],"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":[0.00001111794,0.0000397615,0.0001534457,0.00007102998,0.000001223728,0.0001950407,0.0002207596,0.00003452375,0.0001924069,0.005454408,0.9548255,0.03880081],"study_design_scores_gemma":[0.000005969958,0.0000169107,0.0002637092,0.0001115998,6.139271e-7,0.000391444,0.000414467,0.00003332174,0.00004235735,0.0019928,0.9967189,0.000007911853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003000075,0.01153336,0.02127476,0.4603075,0.1039886,0.001087602,0.001963965,0.005061509,0.3917824],"genre_scores_gemma":[0.02303379,0.01612002,0.05389069,0.1377905,0.03926079,0.001138998,0.002113793,0.004797417,0.721854],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1620198,"threshold_uncertainty_score":0.5420103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004375311020882,"score_gpt":0.3128186836323836,"score_spread":0.2827749305221748,"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."}}