{"id":"W2532017116","doi":"10.1188/16.onf.675-676","title":"Upon Further Review: Peer Process Vital to Publishing","year":2016,"lang":"en","type":"editorial","venue":"Oncology nursing forum","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Publishing; Medicine; Globe; Editor in chief; Peer review; Medical education; Ophthalmology; Management; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08433124,0.002140629,0.005338096,0.004079498,0.006489591,0.03727189,0.005491376,0.01684425,0.03206151],"category_scores_gemma":[0.4249314,0.002179185,0.002520096,0.003126153,0.008472668,0.01310665,0.006117861,0.03334552,0.06117437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004819438,"about_ca_system_score_gemma":0.03751393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230986,"about_ca_topic_score_gemma":0.002979717,"domain_scores_codex":[0.8376536,0.04945103,0.02782747,0.009043832,0.0710194,0.005004599],"domain_scores_gemma":[0.3644114,0.1078169,0.02904977,0.04017102,0.4196562,0.03889476],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005013006,0.00004082395,0.0001256589,0.0008893256,0.00005616528,0.0002844789,0.0004498659,0.00004786131,0.0004418043,0.002303766,0.953566,0.04174405],"study_design_scores_gemma":[0.00003819588,0.0000397865,0.0003787743,0.001192913,0.00002743731,0.0003230601,0.000288963,0.0001778878,0.0003317239,0.003541237,0.9936005,0.00005944306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005943503,0.01393974,0.00706413,0.1830246,0.7731455,0.001625709,0.0002088502,0.001285457,0.0191116],"genre_scores_gemma":[0.01558546,0.03555202,0.01939619,0.06542937,0.7314703,0.002283649,0.0008926296,0.002682688,0.1267076],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9156687,"threshold_uncertainty_score":0.4459916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024137878305182,"score_gpt":0.3840371528591462,"score_spread":0.3598992745539643,"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."}}