{"id":"W2898678343","doi":"10.1108/jhom-03-2018-0071","title":"Clinicians as novice facilitators: a SIMPLE case study","year":2018,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Research Institute for Aging, University of Waterloo","keywords":"Facilitator; Facilitation; Nursing; Knowledge management; Originality; Process (computing); Psychological intervention; Function (biology); Action research; Medicine; Process management; Medical education; Qualitative research; Psychology; Computer science; Sociology; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005717075,0.000117412,0.0003097616,0.0003439343,0.001481672,0.00002545546,0.0001537064,0.00004533088,0.000864381],"category_scores_gemma":[0.0009838572,0.0001001117,0.00001835679,0.0009527777,0.0000606583,0.0002643262,0.0001415127,0.0002414683,0.0002406833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702985,"about_ca_system_score_gemma":0.0007654238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007170322,"about_ca_topic_score_gemma":0.0007441898,"domain_scores_codex":[0.9958256,0.001216505,0.001859048,0.0002014965,0.0004518634,0.0004454413],"domain_scores_gemma":[0.9967895,0.000393444,0.001274257,0.0002132273,0.0009618778,0.0003677238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009832864,0.0006136197,0.3826195,0.001732553,0.0001899502,0.001015558,0.3110714,0.000006327643,0.00001249086,0.005905923,0.2243308,0.07240345],"study_design_scores_gemma":[0.004205164,0.002824162,0.06271106,0.000114103,0.00005123284,0.0006485992,0.3573896,0.00003104454,0.000003877918,0.0003316019,0.5714976,0.0001920007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635843,0.00003871174,0.0102051,0.0225036,0.0008400074,0.001808634,0.000009394596,0.00004345835,0.0009667756],"genre_scores_gemma":[0.9478068,0.0002225608,0.00110453,0.05010119,0.0003449431,0.00001060194,0.000001341517,0.0000187616,0.0003892436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3471667,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3280560980219949,"score_gpt":0.6489637929082319,"score_spread":0.320907694886237,"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."}}