{"id":"W3106977776","doi":"10.7748/nr.2020.e1757","title":"When and how to use factorial design in nursing research","year":2020,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority","funders":"","keywords":"Factorial experiment; Factorial; Research design; Fractional factorial design; Psychological intervention; Computer science; Sample size determination; Design of experiments; Clinical study design; Management science; Psychology; Statistics; Mathematics; Machine learning; Medicine; Clinical trial; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4138915,0.002895492,0.009261312,0.008857024,0.004903581,0.01479306,0.005498781,0.01228061,0.01217941],"category_scores_gemma":[0.6744873,0.003839262,0.01123858,0.01132142,0.0110988,0.02141985,0.006498762,0.01121288,0.003653231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008049459,"about_ca_system_score_gemma":0.02024739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407357,"about_ca_topic_score_gemma":0.006525042,"domain_scores_codex":[0.331575,0.5773798,0.05080302,0.009226599,0.02917851,0.001837119],"domain_scores_gemma":[0.2741631,0.588156,0.03992486,0.03737992,0.05596868,0.004407423],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003097624,0.000443399,0.00451594,0.06751138,0.004230562,0.000594286,0.01393806,0.002752117,0.001979199,0.1282025,0.07340878,0.6993262],"study_design_scores_gemma":[0.00683306,0.002114553,0.006339942,0.157983,0.006735023,0.001156899,0.005136749,0.009132244,0.005170083,0.4213002,0.3766474,0.001450819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005074083,0.09094365,0.7651831,0.0653654,0.02127498,0.03577387,0.001537656,0.002413114,0.0124342],"genre_scores_gemma":[0.01764911,0.01011345,0.9287373,0.005594251,0.001347749,0.03566677,0.0001470379,0.0002478889,0.0004964172],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5861084,"threshold_uncertainty_score":0.7227761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9626634338206049,"score_gpt":0.6942479964121974,"score_spread":0.2684154374084076,"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."}}