{"id":"W3164846874","doi":"10.1186/s12877-021-02402-8","title":"Content and analysis of a knowledge translation activity for an elder abuse detection tool: a descriptive study","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Knowledge translation; Elder abuse; Descriptive statistics; Content analysis; Medical education; Descriptive research; Rehabilitation; Human factors and ergonomics; Poison control; Medical emergency; Knowledge management","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":[],"consensus_categories":[],"category_scores_codex":[0.02328382,0.000436014,0.001004043,0.005519744,0.002869768,0.00380026,0.001085593,0.0009472589,0.001340701],"category_scores_gemma":[0.07142375,0.0006174716,0.0007030034,0.006607729,0.003035081,0.002735837,0.003175308,0.001238747,0.0004491643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005505189,"about_ca_system_score_gemma":0.00791061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619534,"about_ca_topic_score_gemma":0.004015057,"domain_scores_codex":[0.9846818,0.008800346,0.002183649,0.000705653,0.002536653,0.001091805],"domain_scores_gemma":[0.922422,0.05849015,0.007092853,0.001518717,0.009275188,0.001201062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001735742,0.0008981674,0.1131108,0.001339409,0.00002307777,0.001045626,0.8405542,0.00009617388,0.001906986,0.0007428259,0.0007483265,0.03936075],"study_design_scores_gemma":[0.00003403571,0.0007312474,0.1156182,0.0009248634,0.00004023328,0.001019056,0.869504,0.0006951733,0.001803766,0.0003508513,0.009216136,0.00006249973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949526,0.0001378743,0.001318078,0.0002648517,0.000009899677,0.001361921,0.0002731633,0.00001484419,0.001666862],"genre_scores_gemma":[0.9873132,0.0006504997,0.00553546,0.0004079565,0.00001776129,0.004252013,0.0004489482,0.00004616283,0.001328012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328382,"threshold_uncertainty_score":0.1231381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073869809387648,"score_gpt":0.3613810671833722,"score_spread":0.1539940862446074,"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."}}