{"id":"W3179072088","doi":"10.4103/cjrm.cjrm_53_20","title":"Assessing a research training programme for rural physicians","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Health Sciences Centre; St. John’s Health Sciences Centre","funders":"","keywords":"Productivity; Intervention (counseling); Repeated measures design; Medicine; Family medicine; Medical education; Psychology; Nursing; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005493457,0.0001425116,0.0006493004,0.0005973644,0.0003107283,0.00007125027,0.0001703269,0.00012912,0.0003393345],"category_scores_gemma":[0.08525179,0.0001033668,0.0001456888,0.0008557697,0.0005758152,0.0002357556,0.00001047158,0.001242028,0.000006409392],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007040543,"about_ca_system_score_gemma":0.04616997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863787,"about_ca_topic_score_gemma":0.003811146,"domain_scores_codex":[0.9958066,0.0002175453,0.0006247031,0.0001136714,0.00113699,0.002100521],"domain_scores_gemma":[0.983354,0.0009012335,0.0001494529,0.0002108531,0.002455846,0.01292862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001594427,0.00005063215,0.001772071,0.0004384522,0.0001020769,0.002884115,0.00482839,7.286785e-7,0.009257838,0.0003728782,0.1316869,0.8484464],"study_design_scores_gemma":[0.01226945,0.007334382,0.01392736,0.01573349,0.0002182563,0.006670887,0.2723,0.0001960984,0.001205461,0.00214543,0.6677111,0.0002880458],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6367549,0.005769569,0.0007694465,0.3514655,0.001045606,0.0006475046,0.000009375225,0.00001253292,0.003525581],"genre_scores_gemma":[0.9856895,0.0001914416,0.001399197,0.008474578,0.00306719,0.00001400227,0.00003097815,0.00003394437,0.001099175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8481584,"threshold_uncertainty_score":0.9592373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5276224156694271,"score_gpt":0.5451400137121868,"score_spread":0.01751759804275965,"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."}}