{"id":"W2312720509","doi":"10.1097/acm.0b013e3181fd0eeb","title":"Important Proposals for Education-Service Exchange Programs","year":2010,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Incentive; Service (business); Public relations; Medical education; Officer; Health care; Economic shortage; Publication; Political science; Medicine; Business; Government (linguistics); Marketing; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05390225,0.001455876,0.0007733105,0.002761438,0.01090335,0.02461421,0.006563895,0.04341419,0.03514044],"category_scores_gemma":[0.08610119,0.0008949959,0.002776804,0.00225964,0.01235558,0.03076106,0.01795069,0.036731,0.006125132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008418115,"about_ca_system_score_gemma":0.03528829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971311,"about_ca_topic_score_gemma":0.005093223,"domain_scores_codex":[0.9526025,0.0213484,0.002408133,0.003815453,0.01044583,0.00937965],"domain_scores_gemma":[0.9336295,0.02597254,0.003064222,0.004406957,0.01224822,0.02067844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032424,0.0003868316,0.0003805477,0.000244451,0.00001730189,0.0002099922,0.001074158,0.0003483024,0.0001247525,0.637489,0.3337946,0.02582688],"study_design_scores_gemma":[0.0003062879,0.0002269939,0.0009881584,0.0005457103,0.00002468847,0.0001155344,0.003538772,0.0005433075,0.0002668446,0.1188069,0.8745316,0.0001052083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002871278,0.00351573,0.004435234,0.8744667,0.04747313,0.0003456917,0.0001071909,0.0003288997,0.06645622],"genre_scores_gemma":[0.07293838,0.003257735,0.01538993,0.7327291,0.02856091,0.001855201,0.0003460706,0.0003770205,0.1445456],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05390225,"threshold_uncertainty_score":0.2850658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706213902235204,"score_gpt":0.3999839952612892,"score_spread":0.3629218562389371,"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."}}