{"id":"W3169851720","doi":"10.2172/1784684","title":"RCT Continuing Training (Q2 2021) [Slides]","year":2021,"lang":"en","type":"report","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Event (particle physics); Quarter (Canadian coin); Computer science; ALARM; Point (geometry); Engineering; Geography; Operating system; Mathematics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008772336,0.0006727265,0.0008211863,0.0007947024,0.002151436,0.003508136,0.002206843,0.005711784,0.6738818],"category_scores_gemma":[0.03225098,0.0008969774,0.0009093462,0.0007478925,0.0006178381,0.002343748,0.003624743,0.005230075,0.4437896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003927417,"about_ca_system_score_gemma":0.01516822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008429167,"about_ca_topic_score_gemma":0.02411053,"domain_scores_codex":[0.9956492,0.001533635,0.0002883493,0.0003334801,0.001179955,0.001015486],"domain_scores_gemma":[0.9718261,0.003629942,0.001103655,0.00155543,0.01082201,0.01106285],"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":[0.0000808121,0.00007203826,0.0000623896,0.00006719592,0.000001265878,0.00001038064,0.00001377171,0.00001288002,0.0000218352,0.0002676641,0.9821968,0.01719292],"study_design_scores_gemma":[0.0006336979,0.0002554877,0.002729626,0.0006735054,0.00000392895,0.00004468578,0.0001450215,0.00007531502,0.00009702213,0.001080889,0.9942399,0.00002096751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002978778,0.001063669,0.003368805,0.1316437,0.03763364,0.02715844,0.0555021,0.004466046,0.7361847],"genre_scores_gemma":[0.01022015,0.001004746,0.006321799,0.08230709,0.005679511,0.04581153,0.01658965,0.001045714,0.8310198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6738818,"threshold_uncertainty_score":0.4651681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006011710526467,"score_gpt":0.3962597027829355,"score_spread":0.2956585317302888,"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."}}