{"id":"W2167063951","doi":"10.46743/2160-3715/2013.1475","title":"Assessment of Rigour in Published Nursing Intervention Studies that Use Observational Methods","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Nursing education and management","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rigour; Observational study; Observational methods in psychology; Credibility; Psychological intervention; Context (archaeology); Qualitative research; Nursing; Intervention (counseling); Psychology; Hygiene; Medicine; Nursing research; Medical education; Sociology; Pathology; Epistemology; Social science","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":[0.01030607,0.0001189926,0.0002785469,0.000182353,0.00006100112,0.00006303231,0.0001335064,0.00003293205,0.00001660196],"category_scores_gemma":[0.003165087,0.00008777598,0.00008703909,0.0003673052,0.0002025815,0.000545088,0.00003619861,0.0001454465,0.000001515552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182825,"about_ca_system_score_gemma":0.00008071762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734667,"about_ca_topic_score_gemma":0.00002604669,"domain_scores_codex":[0.9963319,0.002151922,0.0006650173,0.0002364699,0.0004536735,0.0001610122],"domain_scores_gemma":[0.9974679,0.0009635876,0.0006377562,0.0003494777,0.0005349713,0.00004624353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004373508,0.002772897,0.03883564,0.0003230245,0.0006412185,0.00002893065,0.6283227,0.0004515877,0.001421699,0.1134531,0.158709,0.05460285],"study_design_scores_gemma":[0.001047875,0.0002837523,0.4423901,0.0008880016,0.0001301225,0.00003075462,0.4068844,0.0004567972,0.002148181,0.1358841,0.009606447,0.0002495332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995199,0.0006753145,0.03938863,0.03799079,0.01235781,0.001010029,0.000005716492,0.00009861933,0.008953238],"genre_scores_gemma":[0.946169,0.000002803336,0.04953647,0.000209283,0.0000558774,0.0000587586,0.0000441183,0.00001535053,0.003908356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4035544,"threshold_uncertainty_score":0.3789133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6369107512256436,"score_gpt":0.6624502693216574,"score_spread":0.02553951809601385,"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."}}