{"id":"W4405142396","doi":"10.1111/jan.16651/v2/decision1","title":"Decision letter for \"The Role of Nurse Implementation Scientists in Leading Health System Transformation in Atlantic Canada and Beyond: A Discussion Paper\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Operations research; Data science; Political science; Computer science; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04486196,0.00173962,0.004097821,0.002953657,0.027705,0.02123035,0.00986848,0.1762394,0.04046986],"category_scores_gemma":[0.1703378,0.002900029,0.005113404,0.00286779,0.008762799,0.008625348,0.007255304,0.07612439,0.02052046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03231366,"about_ca_system_score_gemma":0.1352586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2350384,"about_ca_topic_score_gemma":0.3821785,"domain_scores_codex":[0.9426278,0.006714822,0.005238444,0.005212286,0.02900846,0.01119817],"domain_scores_gemma":[0.7991945,0.08013277,0.005907747,0.004045568,0.07855452,0.03216494],"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":[0.00003505685,0.00001663599,0.0001339667,0.00003644331,0.00001155814,0.0001247382,0.000105688,0.0000176826,0.00004797364,0.001256154,0.9971114,0.001102649],"study_design_scores_gemma":[0.0002637399,0.00004283619,0.002499667,0.0004577209,0.00009138813,0.000117563,0.001074758,0.0003714756,0.0002740216,0.002310182,0.9923591,0.0001376304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004666816,0.000402753,0.0001517913,0.9420633,0.04865824,0.0002165139,0.0002503176,0.00009161221,0.007698874],"genre_scores_gemma":[0.001944943,0.00023067,0.0003267065,0.9462069,0.01128015,0.0002599292,0.00009486752,0.00006815434,0.03958776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9595301,"threshold_uncertainty_score":0.4673406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983886187305793,"score_gpt":0.4428260590960703,"score_spread":0.4129871972230124,"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."}}