{"id":"W4381429143","doi":"10.1186/s12909-023-04434-7","title":"Operation Remote Immunity: exploring the impact of a service-learning elective in remote Indigenous communities","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; NOSM University","funders":"","keywords":"Indigenous; Service-learning; Accountability; Medical education; Thematic analysis; Public health; Medicine; Mandate; Public relations; Nursing; Political science; Sociology; Pedagogy; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005137604,0.0001018715,0.0001586354,0.0002387561,0.001276371,0.00006931153,0.0006202124,0.00009462265,0.000226637],"category_scores_gemma":[0.002119407,0.00008347502,0.00006089183,0.001472443,0.0001111576,0.0002080556,0.0001422803,0.0009571376,0.00004963904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003284891,"about_ca_system_score_gemma":0.003522542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4597342,"about_ca_topic_score_gemma":0.1470851,"domain_scores_codex":[0.9948922,0.0038632,0.0002789666,0.00009228241,0.000576896,0.0002964262],"domain_scores_gemma":[0.9977987,0.001429332,0.0001249616,0.0003294653,0.000211918,0.0001056323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003558825,0.000152181,0.01563667,0.00006010899,0.00002863459,4.821956e-7,0.8059638,0.004340371,0.00003383894,0.0004883934,0.00009747891,0.1731625],"study_design_scores_gemma":[0.0002826888,0.0001175938,0.1941932,0.0004600848,0.00001304061,0.0000015326,0.7822108,0.02015808,0.0000266236,0.001040831,0.001346967,0.0001485665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929479,0.00008963214,0.0001672098,0.001988997,0.0002557349,0.0002941081,3.924298e-7,0.0001114725,0.004144521],"genre_scores_gemma":[0.9983326,0.0007467971,0.0001686569,0.0002504968,0.0001450904,0.00002597927,0.00006581533,0.00001416973,0.0002504554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126491,"threshold_uncertainty_score":0.9816944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011679460361643,"score_gpt":0.3965017565494693,"score_spread":0.295333810513305,"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."}}