{"id":"W4365459301","doi":"10.1080/0142159x.2023.2197134","title":"Little Doctors: Agents of change in Indian rural communities","year":2023,"lang":"en","type":"article","venue":"Medical Teacher","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Tamil; Agency (philosophy); Medical education; Psychology; Medicine; Nursing; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004788627,0.0003085551,0.0002959825,0.001486109,0.02398554,0.007946665,0.002349687,0.003073915,0.00856418],"category_scores_gemma":[0.01194358,0.0004605119,0.0004265847,0.001117199,0.02160814,0.003067102,0.01401702,0.005739409,0.0005330896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007644351,"about_ca_system_score_gemma":0.01615755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463762,"about_ca_topic_score_gemma":0.03980207,"domain_scores_codex":[0.9920228,0.004754108,0.0001302722,0.0004306039,0.000826477,0.001835738],"domain_scores_gemma":[0.9864883,0.002360434,0.00133299,0.0004386008,0.000695492,0.008684259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001486837,0.0006993902,0.03774273,0.0003764612,0.00003467518,0.004294103,0.7790073,0.0001590924,0.002265055,0.06150245,0.02582803,0.08794204],"study_design_scores_gemma":[0.00009965563,0.0002866065,0.02217783,0.00023598,0.00003193602,0.001430817,0.6873424,0.0003104105,0.0004822565,0.01215154,0.2753735,0.00007704463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.698756,0.003121715,0.001902604,0.1569649,0.001665797,0.0003666322,0.00004508806,0.0001963308,0.136981],"genre_scores_gemma":[0.9731674,0.0008785962,0.0009632375,0.008354636,0.0002114942,0.000076322,0.00001343434,0.00003273296,0.016302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463762,"threshold_uncertainty_score":0.05546391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3136788267665723,"score_gpt":0.5360925150729554,"score_spread":0.2224136883063831,"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."}}