{"id":"W3176142401","doi":"","title":"Imager's Corner: More on Masks","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Optometry; Computer graphics (images); Geology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008166957,0.001198884,0.0005896369,0.00136366,0.0009396184,0.00277755,0.001199867,0.002957501,0.4551426],"category_scores_gemma":[0.01004154,0.0006970181,0.0008441294,0.001071995,0.0004664747,0.003604334,0.001889718,0.00178714,0.1520759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006650371,"about_ca_system_score_gemma":0.001274878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121581,"about_ca_topic_score_gemma":0.02167335,"domain_scores_codex":[0.9993442,0.00008953714,0.00005173731,0.00005931915,0.0003567831,0.00009845827],"domain_scores_gemma":[0.9961588,0.001081216,0.0001501347,0.000738847,0.001512891,0.0003581101],"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":[0.0001419913,0.00002008584,0.0002407538,0.0001966604,0.000007455178,0.0001412464,0.00009041614,0.0001547875,0.001641277,0.002096596,0.8898638,0.1054049],"study_design_scores_gemma":[0.00005435072,0.00001911226,0.0009713764,0.0001800868,0.00001464647,0.0005198377,0.00008952659,0.0005081019,0.001471328,0.003323701,0.9928167,0.00003135542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00663837,0.01202523,0.1421531,0.08939771,0.03886148,0.000673926,0.03092543,0.04309661,0.6362282],"genre_scores_gemma":[0.05511528,0.009125662,0.2338267,0.04617327,0.0188437,0.0005079174,0.01681719,0.05824968,0.5613406],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4551426,"threshold_uncertainty_score":0.7771729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008760357156235335,"score_gpt":0.245958706789436,"score_spread":0.2371983496332007,"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."}}