{"id":"W4239556844","doi":"10.32920/ryerson.14668815.v1","title":"Nursing informatics and coaching based interventions: a protocol for delivery","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Coaching; Psychological intervention; Protocol (science); Intervention (counseling); Informatics; Process (computing); Nursing; Health informatics; Medicine; Nursing Interventions Classification; Medical education; Psychology; Knowledge management; Process management; Computer science; Engineering; Alternative medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201998,0.0002340538,0.0003688264,0.0001885772,0.0001203156,0.0003192562,0.0001621651,0.0002639424,0.0004974958],"category_scores_gemma":[0.0002264634,0.0002106344,0.0003873404,0.00005352009,0.00004651233,0.00009394505,0.0001822692,0.0005386037,0.000002818045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000745302,"about_ca_system_score_gemma":0.0001315719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001251723,"about_ca_topic_score_gemma":0.00001621924,"domain_scores_codex":[0.9984248,0.0003442816,0.0006209638,0.0002552474,0.0001025917,0.0002521667],"domain_scores_gemma":[0.9985746,0.0004795901,0.0003029227,0.0004591591,0.00009470111,0.00008900063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004123167,0.0009596657,0.0007225365,0.006725458,0.0003764899,0.000005935442,0.01174466,0.0003729215,0.00005848571,0.00350801,0.006016046,0.9690975],"study_design_scores_gemma":[0.03581037,0.004119788,0.02096397,0.1113268,0.002188229,0.0003391252,0.06705179,0.6299909,0.001166064,0.04139306,0.07886336,0.00678657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002598474,0.00004683741,0.8884377,0.0001161736,0.0004194097,0.09805145,0.00002748361,0.0000898709,0.01021254],"genre_scores_gemma":[0.007853125,9.898465e-7,0.6766214,0.0004208294,0.0001331986,0.3141989,0.00008299284,0.00004457371,0.0006440146],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9623109,"threshold_uncertainty_score":0.8589422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013272361864187,"score_gpt":0.5145062623718424,"score_spread":0.3131790261854236,"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."}}