{"id":"W2891737489","doi":"10.1177/1758998318798668","title":"Perceptions of preparedness and intimate partner violence screening practices amongst hand therapists","year":2018,"lang":"en","type":"article","venue":"Hand Therapy","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; McMaster University; Western University","funders":"","keywords":"Domestic violence; Preparedness; Medicine; Suicide prevention; Poison control; Perception; Nursing; Family medicine; Psychology; Medical emergency","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":[0.0006781889,0.0001331487,0.0001865612,0.00006256095,0.001113353,0.0002286352,0.0002200492,0.00009208485,0.0004071399],"category_scores_gemma":[0.00007310999,0.0001100294,0.00004752845,0.000206947,0.002164832,0.0004195606,0.00003636809,0.00008847554,0.00002495421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771489,"about_ca_system_score_gemma":0.00009274503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088198,"about_ca_topic_score_gemma":0.0003139202,"domain_scores_codex":[0.9987347,0.0002021744,0.0002073325,0.0002789953,0.0002712135,0.0003055991],"domain_scores_gemma":[0.9990557,0.0001175384,0.0002638833,0.0002062724,0.0002606635,0.00009593487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009329703,0.000492089,0.1365349,0.00006969608,0.0002423197,0.000007727032,0.3722652,0.000007538514,0.1113874,0.02832305,0.0007292432,0.3490078],"study_design_scores_gemma":[0.00494804,0.001873655,0.6964993,0.001682651,0.0001247801,0.00002111515,0.103782,0.002246031,0.06459708,0.01682483,0.1054899,0.001910539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725803,0.0008710787,0.001973725,0.00006395322,0.0001960217,0.0002669788,0.000009321197,0.00004464639,0.023994],"genre_scores_gemma":[0.9941979,0.004344446,0.0007238635,0.0001485436,0.0002448321,0.00002707721,0.00000297515,0.00001307271,0.0002972725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5599644,"threshold_uncertainty_score":0.856312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047235829434011,"score_gpt":0.3749409140291666,"score_spread":0.3277050845951556,"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."}}