{"id":"W4382701983","doi":"10.4103/cjrm.cjrm_23_23","title":"President's Message – Gender and rural medicine","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Rural Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005180358,0.0003893184,0.001178195,0.001030342,0.0007049167,0.00009246694,0.00135549,0.0008115998,0.002203702],"category_scores_gemma":[0.01330533,0.0002993163,0.0001305234,0.0006258262,0.003250166,0.0003215311,0.00006294801,0.001692156,0.00003384502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005756366,"about_ca_system_score_gemma":0.00416408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1648685,"about_ca_topic_score_gemma":0.1123215,"domain_scores_codex":[0.9943749,0.0003735004,0.0008297508,0.0002032734,0.003323643,0.0008949848],"domain_scores_gemma":[0.9932449,0.001754323,0.0007023984,0.0002656064,0.001205313,0.002827445],"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":[0.00002931925,0.000002782175,0.0003452473,0.0001019574,0.0001644964,0.0009490487,0.01890916,7.051212e-7,0.000005576997,0.0006969468,0.9766175,0.002177284],"study_design_scores_gemma":[0.001558865,0.0005168702,0.0006453786,0.002535448,0.0005723364,0.00002412908,0.134014,4.35686e-7,3.770802e-7,0.00142611,0.8584603,0.0002458057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001187199,0.01579093,0.00001084951,0.02171074,0.9415642,0.000233721,0.00007747762,0.0000341702,0.01939072],"genre_scores_gemma":[0.01474833,0.01019563,0.00001106997,0.0006959562,0.9627569,0.000002558953,0.000114479,0.00005752566,0.01141756],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1181572,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799843497434461,"score_gpt":0.3013127925528808,"score_spread":0.2733143575785362,"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."}}