{"id":"W2618028162","doi":"","title":"Designer's Corner - Research on Violence and Abuse in Canada: Challenges and Opportunities","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Public health; Emic and etic; Nursing; Health care; Perspective (graphical); Medicine; Suicide prevention; Psychology; Public relations; Political science; Poison control; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02896811,0.0008174801,0.001672001,0.004764958,0.02623244,0.01826511,0.004316571,0.006191573,0.02110112],"category_scores_gemma":[0.05378531,0.0009431617,0.001379143,0.007173114,0.0124922,0.004660639,0.007515257,0.007184384,0.002820529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.109138,"about_ca_system_score_gemma":0.5350065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850379,"about_ca_topic_score_gemma":0.993922,"domain_scores_codex":[0.9661565,0.007943048,0.002057962,0.002714229,0.01575233,0.005375819],"domain_scores_gemma":[0.8689168,0.02418371,0.002869813,0.003440277,0.06268987,0.03789962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001022415,0.0001000254,0.02191861,0.002790383,0.00007788557,0.0009493538,0.02056806,0.0001649737,0.0006701273,0.02389136,0.7471278,0.1816392],"study_design_scores_gemma":[0.00004047472,0.00009490787,0.02927945,0.00488645,0.00006571249,0.0005058561,0.05705729,0.0001917546,0.000311744,0.003854076,0.9035556,0.0001565895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008657303,0.06073591,0.002102918,0.8493713,0.02331717,0.0005426499,0.001285919,0.0002691882,0.05371761],"genre_scores_gemma":[0.268924,0.1518369,0.01807057,0.422487,0.006140776,0.001103435,0.00111524,0.0005119925,0.1298102],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.109138,"threshold_uncertainty_score":0.7918554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4460858864171377,"score_gpt":0.4521789180570102,"score_spread":0.006093031639872459,"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."}}