{"id":"W71105115","doi":"10.26443/mjm.v9i2.442","title":"Student Journals: Facilitating Medical Student Research And Physician-Scientist Development","year":2020,"lang":"en","type":"letter","venue":"McGill Journal of Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01884822,0.0005295076,0.002226871,0.001413582,0.0006428525,0.00006452834,0.0009498111,0.0007041828,0.0008126111],"category_scores_gemma":[0.06286727,0.0003361455,0.0001836127,0.001002386,0.001401285,0.0001507661,0.0004978937,0.01444191,0.00007728226],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176595,"about_ca_system_score_gemma":0.007543744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000279215,"about_ca_topic_score_gemma":0.000004007393,"domain_scores_codex":[0.9737478,0.001021302,0.002760855,0.000624744,0.01969204,0.002153192],"domain_scores_gemma":[0.9816873,0.003012152,0.0008972611,0.0004072345,0.002863538,0.01113249],"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":[0.0001836758,0.0002611508,0.0002084893,0.001430822,0.0004034857,0.03131271,0.001383292,9.060314e-8,0.0002956999,0.000006213915,0.8378363,0.126678],"study_design_scores_gemma":[0.006088056,0.005408008,0.001213047,0.01237512,0.0001496527,0.002678042,0.002788487,0.00001065886,0.00008069626,0.00009390305,0.968885,0.0002293435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005557652,0.007805042,0.0001219267,0.9818375,0.001240756,0.0007678815,0.00001823581,0.0000223116,0.00262869],"genre_scores_gemma":[0.004747142,0.005799315,0.0007424943,0.9726657,0.01441275,0.00001772394,0.00003632584,0.00008696278,0.001491612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1310487,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4381480200332197,"score_gpt":0.5659470786994867,"score_spread":0.127799058666267,"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."}}