{"id":"W4416825988","doi":"10.21956/mep.19559.r29002","title":"Referee report. For: Online Profile of Canadian Diagnostic Radiology Residents: Do Residents Alter Their Profile When Applying for Fellowships? [version 1; peer review: awaiting peer review]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer-to-peer; Peer review; Peer group; The Internet","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01471751,0.0002615745,0.001036943,0.0006526471,0.0002422946,0.00002331307,0.000498208,0.0002894444,0.0009982508],"category_scores_gemma":[0.0671778,0.0002068126,0.0002722983,0.0005216611,0.0001968524,0.0002807974,0.0001210574,0.0007287668,0.0001131164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434124,"about_ca_system_score_gemma":0.001397676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567647,"about_ca_topic_score_gemma":0.004459862,"domain_scores_codex":[0.9949377,0.0005882537,0.001186894,0.0007321148,0.001653388,0.0009016191],"domain_scores_gemma":[0.9841302,0.002688202,0.0007798666,0.001068484,0.01093066,0.0004026132],"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":[0.000289267,0.0001291575,0.02146032,0.01263706,0.0001514648,0.00002197668,0.0003204177,0.000001208265,0.002551703,0.00005027698,0.9593609,0.003026233],"study_design_scores_gemma":[0.00152576,0.0009357301,0.03193523,0.01755761,0.0002474274,0.0002350296,0.001188458,0.00006981567,0.002063101,0.0002218636,0.9437696,0.0002503737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.395749,0.05402007,0.0000579124,0.5046049,0.0009679489,0.02791942,0.00504117,0.00006965976,0.01156994],"genre_scores_gemma":[0.1146634,0.06516298,0.02476915,0.00412673,0.002053163,0.004686019,0.08541005,0.0003017629,0.6988267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6872568,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109289270686007,"score_gpt":0.4248572584716267,"score_spread":0.313928331403026,"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."}}