{"id":"W4309019889","doi":"10.1016/j.pmn.2022.10.002","title":"Time for Action: Understanding Health Care Professionals Views on Pain and Pain Management in a Pediatric Hospital","year":2022,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; B.C. Women's Hospital & Health Centre; BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Certification; Pain management; Pain assessment; Health care; Nursing; Perception; Qualitative research; Family medicine; Physical therapy; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01504001,0.0003698755,0.0005002501,0.001381124,0.000670898,0.00005645459,0.0002369424,0.00006173603,0.00006940217],"category_scores_gemma":[0.0001329592,0.0004073558,0.000141498,0.0009872599,0.0000528442,0.0001209991,0.0002159691,0.0003576805,0.000004984093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313033,"about_ca_system_score_gemma":0.00004381834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004730539,"about_ca_topic_score_gemma":0.000002860396,"domain_scores_codex":[0.9947308,0.002192237,0.0006451197,0.0008569447,0.0008072983,0.0007676588],"domain_scores_gemma":[0.998428,0.0006038152,0.0003144973,0.0004655123,0.00002546973,0.0001627006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005405192,0.001763655,0.008696442,0.006783332,0.0002226846,0.0002047347,0.004777047,0.0001271094,0.000002515124,0.005374627,0.4188232,0.5526841],"study_design_scores_gemma":[0.02241937,0.0259169,0.05172542,0.007789334,0.002213471,0.00001570792,0.5066362,0.07917716,0.000008165143,0.02741995,0.2720075,0.004670861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02637589,0.01233034,0.7536784,0.09681106,0.001856195,0.05393211,0.00007383924,0.002853018,0.05208914],"genre_scores_gemma":[0.937269,0.001133806,0.03228986,0.01908353,0.0006385738,0.004611073,0.0004971928,0.0002017002,0.004275277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9108931,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493825055997377,"score_gpt":0.3508471665573595,"score_spread":0.3059089159973857,"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."}}