{"id":"W2085873618","doi":"10.1080/13561820902892871","title":"Identification of facilitators and barriers to the role of a mentor in the clinical setting","year":2009,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Variety (cybernetics); Medical education; Health care; Medicine; Clinical Practice; Consistency (knowledge bases); Nursing; Identification (biology); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078231,0.00004884653,0.0001669907,0.0001381257,0.00004026046,0.000004506404,0.0001523903,0.00005289849,0.00002564173],"category_scores_gemma":[0.0035881,0.00002441143,0.00006657766,0.0002390952,0.00006556596,0.00005300065,0.00001778687,0.0003664828,6.305401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000522564,"about_ca_system_score_gemma":0.0003117795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003902358,"about_ca_topic_score_gemma":0.000002543349,"domain_scores_codex":[0.9983876,0.0001623161,0.000892802,0.00006289252,0.0004307178,0.00006365786],"domain_scores_gemma":[0.9987458,0.0001662482,0.0004066044,0.0001291151,0.0005033862,0.00004883618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001674658,0.000281966,0.4640516,0.0001554549,0.00008481886,0.00000744183,0.102956,0.00001775458,0.02848476,0.001531622,0.01094197,0.3898119],"study_design_scores_gemma":[0.0007062273,0.0008600302,0.699527,0.001512499,0.00006401303,0.00005711696,0.2909521,0.0001593881,0.003158526,0.001033383,0.001915912,0.00005378386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863432,0.0003769783,0.00007266684,0.01255503,0.0003661366,0.0001663529,0.000004147009,9.28234e-7,0.000114585],"genre_scores_gemma":[0.9976218,0.000007786928,0.0005976526,0.001609017,0.0001342926,0.000002929397,0.000001957356,0.000002388235,0.0000221428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897581,"threshold_uncertainty_score":0.429555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070165238727167,"score_gpt":0.4035978757353796,"score_spread":0.3928962233481079,"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."}}