{"id":"W4412558420","doi":"10.36834/cmej.81790","title":"Untold reasons for declining review invitations","year":2025,"lang":"en","type":"letter","venue":"Canadian Medical Education Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Internet privacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02748021,0.0006777023,0.001115301,0.001602752,0.009108888,0.006652696,0.003470356,0.07568857,0.01710851],"category_scores_gemma":[0.1686998,0.000997123,0.001746939,0.001958642,0.004331282,0.004491814,0.003239986,0.03888527,0.01615138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260735,"about_ca_system_score_gemma":0.02675965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926057,"about_ca_topic_score_gemma":0.04174186,"domain_scores_codex":[0.9643154,0.007424921,0.005198703,0.003101112,0.0153813,0.004578669],"domain_scores_gemma":[0.8705392,0.05450251,0.01159004,0.004107847,0.0396464,0.01961403],"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":[0.00002677238,0.00001736906,0.0005196827,0.00004535304,0.000004980945,0.001144046,0.0002288006,0.00002144756,0.0001609945,0.001421672,0.9895186,0.006890223],"study_design_scores_gemma":[0.00006029323,0.00006293893,0.002232656,0.0004458471,0.00001359882,0.002214761,0.0007840379,0.0002406268,0.0002523314,0.003023716,0.990585,0.00008412534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004107614,0.0006631354,0.0001091326,0.9826554,0.0109842,0.00004123443,0.00006812246,0.00009415523,0.004973789],"genre_scores_gemma":[0.003875412,0.000424332,0.0002956061,0.9783344,0.007356271,0.00009232045,0.00004531213,0.00004571903,0.0095306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9725198,"threshold_uncertainty_score":0.145331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444823183671944,"score_gpt":0.5057781895364993,"score_spread":0.3612958711693049,"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."}}