{"id":"W4401259999","doi":"10.29173/jafn811","title":"Looking for High Quality Research Evidence","year":2024,"lang":"en","type":"article","venue":"Journal of the Academy of Forensic Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Quality (philosophy); Nursing research; Psychology; Data science; Engineering ethics; Medicine; Computer science; Nursing; Engineering; Epistemology","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":[0.02268014,0.00006888531,0.0002382321,0.0003157465,0.0008927652,0.00002578914,0.0006083152,0.0001501328,0.00004307111],"category_scores_gemma":[0.00663476,0.00004076647,0.0001630378,0.0007944489,0.0004372599,0.0004754571,0.00006150215,0.001996626,0.0000109975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006289617,"about_ca_system_score_gemma":0.001947504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008423551,"about_ca_topic_score_gemma":0.000004660457,"domain_scores_codex":[0.995765,0.001255324,0.001009813,0.0001468487,0.001177676,0.0006453149],"domain_scores_gemma":[0.99141,0.007267073,0.0004236284,0.0001325616,0.0005669962,0.0001997975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005863587,0.00008190869,0.004432097,0.003297275,0.00006373035,0.000001212578,0.02259831,0.00004670374,0.01888163,0.05176678,0.6518886,0.2463554],"study_design_scores_gemma":[0.0008808107,0.0007706553,0.1593117,0.07803233,0.0000981353,0.00004626845,0.02118939,0.001195557,0.0184509,0.6728407,0.04693901,0.0002445103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8096099,0.005962159,0.001081265,0.1768939,0.005193617,0.0007441786,0.000005193266,0.00001102883,0.0004987325],"genre_scores_gemma":[0.9940485,0.0002444173,0.00243814,0.0004066576,0.002095583,0.00001016391,1.557506e-7,0.00001074596,0.0007456334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.621074,"threshold_uncertainty_score":0.8674458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5358601449858039,"score_gpt":0.658822464176388,"score_spread":0.1229623191905841,"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."}}