{"id":"W2984475460","doi":"10.15173/mumj.v16i1.2017","title":"Early exposure to community service learning in the medical curriculum: A model for orientation week introduction","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Service-orientation; Orientation (vector space); Service (business); Curriculum; Medical education; Public relations; Service-learning; Psychology; Medicine; Political science; Pedagogy; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003612472,0.0001170106,0.0002119905,0.0002931638,0.0003500971,0.00003417847,0.0004504935,0.0002218724,0.001288846],"category_scores_gemma":[0.002152729,0.00009109182,0.00006521018,0.0009171878,0.00006483882,0.0003086407,0.00008722732,0.002408309,0.00005747272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839718,"about_ca_system_score_gemma":0.0005229008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009641549,"about_ca_topic_score_gemma":0.0000772147,"domain_scores_codex":[0.9973096,0.0004355711,0.0003401941,0.0001767225,0.001459307,0.0002786661],"domain_scores_gemma":[0.9987359,0.0001552991,0.0001210033,0.0002098693,0.0005063928,0.0002715584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00360636,0.007181168,0.1736701,0.0009945495,0.000360124,0.0003826157,0.1778943,0.00617461,0.0007418967,0.006735757,0.1031243,0.5191342],"study_design_scores_gemma":[0.02011946,0.004768735,0.1400159,0.001590956,0.0003506876,0.002730611,0.1779341,0.5119043,0.00003020624,0.0006876381,0.1391652,0.0007021726],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724197,0.000005260517,0.04885114,0.077184,0.0005383864,0.00040823,9.044629e-7,0.00002305297,0.0005693191],"genre_scores_gemma":[0.9863154,0.00001068492,0.002521305,0.008664454,0.0008717102,0.000003785314,0.00004656745,0.00001307669,0.001553023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184321,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047098407232793,"score_gpt":0.283703459343085,"score_spread":0.263232475270757,"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."}}