{"id":"W7161965432","doi":"10.82308/55130","title":"Medical student engagement with organizational aspects of clinical care through a situated learning intervention","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Situated; Point (geometry); Continuing education","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":[0.006570549,0.0006437687,0.0008746006,0.0009184771,0.001648694,0.00320634,0.001548273,0.001563225,0.006224357],"category_scores_gemma":[0.01589938,0.0004693918,0.000943487,0.0006508565,0.002217713,0.001648018,0.005550167,0.002516184,0.0007335707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644924,"about_ca_system_score_gemma":0.005164347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006597664,"about_ca_topic_score_gemma":0.001650676,"domain_scores_codex":[0.991511,0.00625924,0.0002219669,0.0007896895,0.0005764739,0.0006415481],"domain_scores_gemma":[0.9892307,0.006700794,0.0006939219,0.001078725,0.0003596382,0.001936237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002643646,0.05854603,0.01392939,0.002811926,0.0003095828,0.0004803776,0.1571056,0.002150614,0.007849405,0.01264876,0.004557448,0.7369673],"study_design_scores_gemma":[0.02637014,0.1357401,0.1705565,0.008204499,0.002736555,0.001891622,0.2629409,0.02359235,0.03792406,0.08649682,0.2426548,0.0008915761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940686,0.0004960104,0.0299663,0.002971241,0.0002947774,0.004206803,0.00006766491,0.0003270335,0.0209841],"genre_scores_gemma":[0.9263968,0.0006081878,0.06028063,0.0007546128,0.00007696653,0.005849605,0.00006166831,0.00002845061,0.005942989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006570549,"threshold_uncertainty_score":0.03474879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856333523596563,"score_gpt":0.4631137754768453,"score_spread":0.4345504402408796,"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."}}