{"id":"W4211120693","doi":"10.1097/nnr.0000000000000584","title":"Tripartite Analysis","year":2022,"lang":"en","type":"article","venue":"Nursing Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Phenomenon; Set (abstract data type); Relational database; Data integration","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0158467,0.00005548391,0.0001646691,0.001265916,0.006273389,0.00001645256,0.0004239653,0.0000340644,0.01258367],"category_scores_gemma":[0.001086002,0.00005670185,0.0000542559,0.007201504,0.0001764209,0.00009162365,0.0001907129,0.001414374,0.0007395289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576718,"about_ca_system_score_gemma":0.001206306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006261679,"about_ca_topic_score_gemma":0.00009469373,"domain_scores_codex":[0.989871,0.006368557,0.0004636011,0.0003101128,0.001762879,0.001223847],"domain_scores_gemma":[0.9958537,0.003021462,0.00009273024,0.0004339592,0.000314638,0.0002835215],"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":[0.0001118984,0.0001351775,0.0884752,0.00004698715,0.0000540843,0.00001001289,0.1148025,0.0002447131,0.0009624819,0.01153327,0.7623912,0.02123245],"study_design_scores_gemma":[0.001041849,0.0002501745,0.1163192,0.00003712467,0.00004651751,0.000001647946,0.07514387,0.002592809,0.00004259439,0.006502766,0.7978518,0.0001696881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770901,0.00005424703,0.000756567,0.08037147,0.0008984637,0.001282264,0.00009896299,0.0001414298,0.1454955],"genre_scores_gemma":[0.9824567,0.000003711383,0.0002949074,0.003588295,0.0001633575,0.0005785968,0.00001253207,0.00001160131,0.01289023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2115557,"threshold_uncertainty_score":0.9950203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9232380135790701,"score_gpt":0.842013327574677,"score_spread":0.08122468600439314,"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."}}