{"id":"W4210715484","doi":"10.1186/s12909-022-03137-9","title":"Healthcare professionals’ longitudinal perceptions of group phenomena as determinants of self-assessed learning in organizational communities of practice","year":2022,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Saint Paul University; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Psychology; Community of practice; Context (archaeology); Perception; Applied psychology; Community practice; Medical education; Longitudinal study; Sense of community; Social psychology; Nursing; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01331128,0.0001960422,0.0002664484,0.001539399,0.001473801,0.002420136,0.0007345001,0.0009881656,0.001949882],"category_scores_gemma":[0.05801422,0.0002923247,0.0004328953,0.0007260546,0.002133369,0.001861248,0.002713487,0.001356969,0.0002176876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189128,"about_ca_system_score_gemma":0.002919694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0086977,"about_ca_topic_score_gemma":0.01043696,"domain_scores_codex":[0.9929808,0.003622571,0.0005311508,0.0006085872,0.001458924,0.0007978569],"domain_scores_gemma":[0.9367739,0.02857886,0.01852878,0.002721842,0.004588881,0.008807824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001175451,0.0005061911,0.9461461,0.00004647579,0.00004153733,0.00007244169,0.04347421,0.0001249792,0.0002447336,0.0001083837,0.0001110414,0.009006302],"study_design_scores_gemma":[0.000008970173,0.0004120664,0.959883,0.00005791769,0.00001421863,0.00006549479,0.03827993,0.0005127202,0.00009415649,0.0002578602,0.0003956227,0.00001796724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992589,0.00005657778,0.0001533406,0.0001391613,0.000003137171,0.00002567014,0.00001360943,0.000002706665,0.000346883],"genre_scores_gemma":[0.9997101,0.00002727381,0.0001394815,0.00001824852,0.000002420146,0.00001824052,0.00002054162,8.208149e-7,0.00006280798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331128,"threshold_uncertainty_score":0.07039762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531593572320367,"score_gpt":0.4560467279737012,"score_spread":0.4007307922504976,"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."}}