{"id":"W6902372210","doi":"10.6084/m9.figshare.26561509.v1","title":"Additional file 2 of Development of eConsult reflective learning tools for healthcare providers: a pragmatic mixed methods approach","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Health care; Reflective practice; Reflection (computer programming); Data collection; Key (lock); Mobile device","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01491978,0.0007916994,0.001042009,0.002661225,0.001377021,0.002194835,0.001990624,0.00123494,0.8818176],"category_scores_gemma":[0.1157093,0.0007402111,0.0008743515,0.003652351,0.0005995579,0.002119796,0.001675673,0.001540082,0.1115891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508176,"about_ca_system_score_gemma":0.006089299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005310281,"about_ca_topic_score_gemma":0.01252976,"domain_scores_codex":[0.9952723,0.002457106,0.0007336161,0.000416721,0.000808911,0.0003113688],"domain_scores_gemma":[0.8355309,0.1416026,0.004169759,0.003890607,0.01323854,0.001567464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009942066,0.0003108782,0.001357772,0.007675146,0.00004149785,0.00006098946,0.0008680068,0.00053022,0.00005030856,0.002757509,0.9515548,0.03379873],"study_design_scores_gemma":[0.01414475,0.0008324833,0.01776806,0.01306665,0.0002794905,0.0001834853,0.004309153,0.002231012,0.001046289,0.01986091,0.9260541,0.0002236988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001081788,0.00004203606,0.003128639,0.0007566004,0.0001096396,0.009069365,0.9781744,0.0005934106,0.007043953],"genre_scores_gemma":[0.03966309,0.0003526193,0.07448312,0.002725332,0.0002898786,0.376838,0.4294927,0.003011176,0.07314409],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8818176,"threshold_uncertainty_score":0.1685728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382412408948248,"score_gpt":0.4729887911500511,"score_spread":0.3347475502552263,"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."}}