{"id":"W1607610280","doi":"10.1186/1472-6920-4-12","title":"Medical Students' and Residents' preferred site characteristics and preceptor behaviours for learning in the ambulatory setting: a cross-sectional survey","year":2004,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Canadian Celiac Association","keywords":"Preceptor; Cross-sectional study; Ambulatory; Medical education; Medicine; Psychology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183443,0.0001445567,0.0002627985,0.0007907761,0.0004897418,0.000573671,0.0002989321,0.0003507896,0.001658218],"category_scores_gemma":[0.002839634,0.0002558966,0.0002380562,0.0008799168,0.000302569,0.0004611265,0.000588062,0.0004486336,0.0003340737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629236,"about_ca_system_score_gemma":0.0008340942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02308939,"about_ca_topic_score_gemma":0.04559169,"domain_scores_codex":[0.9991756,0.0001474833,0.00009568831,0.00008741624,0.0002963111,0.0001974434],"domain_scores_gemma":[0.9970439,0.0003510762,0.001252043,0.0000758116,0.000453527,0.000823598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001800749,0.00005927758,0.9975747,0.00001632317,0.000007436297,0.00002841195,0.0009057795,0.000007152317,0.00007916489,0.000003203538,0.0001031074,0.001197337],"study_design_scores_gemma":[0.000001535878,0.00009799192,0.997881,0.000005377742,0.000002111629,0.00004939529,0.001807635,0.00001729355,0.00001494494,0.000001574951,0.0001195272,0.00000157781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995189,0.00003352751,0.00001680197,0.00002654246,0.000001149335,0.00001237529,0.0001740585,0.000001365916,0.0002152895],"genre_scores_gemma":[0.9994316,0.00007633286,0.0000656628,0.00003363061,0.000002814554,0.00001683831,0.0001759814,8.89429e-7,0.0001962297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02308939,"threshold_uncertainty_score":0.04590994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434870637340892,"score_gpt":0.4079972186022261,"score_spread":0.3736485122288172,"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."}}