{"id":"W2068895964","doi":"10.1097/01.nnr.0000280637.24644.fd","title":"Prologue","year":2007,"lang":"en","type":"review","venue":"Nursing Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Prologue; Library science; Research program; Management; Medical education; Medicine; Political science; Nursing; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03103563,0.0002622379,0.001115488,0.00168586,0.002441256,0.00003085735,0.0009640138,0.0008472537,0.001110051],"category_scores_gemma":[0.00599072,0.000208175,0.0001456727,0.002965329,0.0006261031,0.0001056405,0.0001799036,0.005561865,0.01220322],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130445,"about_ca_system_score_gemma":0.00905631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001264204,"about_ca_topic_score_gemma":0.00003795403,"domain_scores_codex":[0.9842045,0.008696867,0.00159495,0.0006885539,0.001837993,0.002977156],"domain_scores_gemma":[0.9821322,0.01524845,0.0003885941,0.0008471235,0.0007637305,0.0006199025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003088643,0.00001513419,0.000006277643,0.01103815,0.000003973089,0.000006050425,0.002169411,3.925996e-9,5.086186e-8,0.001116415,0.1540693,0.8315721],"study_design_scores_gemma":[0.0001260815,0.00006309555,0.00001328767,0.03510761,0.00001837189,0.000006784842,0.0006513825,7.247804e-7,5.594237e-8,0.0006484421,0.9632185,0.0001456383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001653539,0.8880591,0.00007467016,0.002013663,0.001110512,0.004151297,0.00005149031,0.0001126667,0.104425],"genre_scores_gemma":[0.000001665089,0.9864768,0.0005260559,0.0009450153,0.001454063,0.0008648614,0.00003987976,0.000077092,0.009614613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8314265,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9841781813459949,"score_gpt":0.8944422343011905,"score_spread":0.08973594704480437,"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."}}