{"id":"W2118376762","doi":"10.1186/1472-6955-3-5","title":"Physical restraint use among nursing home residents: A comparison of two data collection methods","year":2004,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Nursing; Medical record; Nursing research; Nursing records; Contingency table; Nursing care; Gold standard (test); Data collection; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09786412,0.00119524,0.002047843,0.006552052,0.0008513802,0.002218514,0.001666865,0.001438683,0.000651438],"category_scores_gemma":[0.2053777,0.001286126,0.00218708,0.004999639,0.001344154,0.002170463,0.002297388,0.001102464,0.0002860749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870042,"about_ca_system_score_gemma":0.001769292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499447,"about_ca_topic_score_gemma":0.005419323,"domain_scores_codex":[0.8243697,0.130939,0.01447794,0.005518496,0.02339677,0.001298215],"domain_scores_gemma":[0.6875746,0.2500848,0.02340356,0.00954427,0.02777821,0.001614488],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007391324,0.0009083141,0.8603024,0.002331412,0.003512,0.0001040491,0.008564365,0.0005556844,0.001325854,0.0003361636,0.0006928071,0.1139756],"study_design_scores_gemma":[0.001248705,0.0109307,0.9636223,0.001506011,0.00152468,0.0005229615,0.006466126,0.008050467,0.002819934,0.0005764368,0.002519927,0.0002118252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521799,0.004441503,0.03353346,0.0003144782,0.0003079031,0.004941132,0.001213615,0.0001882115,0.0028797],"genre_scores_gemma":[0.9356778,0.002341379,0.04949842,0.0002665078,0.0001442623,0.009129857,0.002348643,0.00006869434,0.0005244738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9021358,"threshold_uncertainty_score":0.5175611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2506680977307991,"score_gpt":0.5647979561392017,"score_spread":0.3141298584084026,"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."}}