{"id":"W2920032892","doi":"10.1177/1049909119832819","title":"Addressing Educational Needs in Managing Complex Pain in Cancer Populations: Evaluation of APAM: An Online Educational Intervention for Nurses","year":2019,"lang":"en","type":"article","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; National Comprehensive Cancer Network","keywords":"Medicine; Cancer pain; Intervention (counseling); Facilitator; Confidence interval; Cancer; MEDLINE; Nursing; Physical therapy; Family medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00197787,0.000102687,0.0003755262,0.0006514783,0.00002264009,0.000005924163,0.00007374154,0.00001938235,0.0002152745],"category_scores_gemma":[0.0005510537,0.00008480989,0.00004898885,0.0004585798,0.0001238687,0.0001732503,0.000008218625,0.000128633,2.605672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578296,"about_ca_system_score_gemma":0.0001775789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006516785,"about_ca_topic_score_gemma":0.0003692637,"domain_scores_codex":[0.9985365,0.0002475079,0.0005855907,0.0001216358,0.0003900637,0.00011872],"domain_scores_gemma":[0.9983963,0.0003350925,0.0006501821,0.00008815964,0.0004688615,0.00006139194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000208438,0.0003642625,0.8659435,0.0001490155,0.00004752104,3.217019e-7,0.003388718,0.0003815826,0.000253286,0.0005159195,0.0002502466,0.1284972],"study_design_scores_gemma":[0.003026915,0.001482132,0.9552838,0.002228069,0.0001582947,9.392734e-7,0.01836218,0.01676492,0.000005568915,0.002416921,0.0001949267,0.00007530714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867757,0.00136399,0.0004938488,0.01042554,0.0003022368,0.0005120434,0.000005482087,0.000001659836,0.0001195014],"genre_scores_gemma":[0.9963639,0.0001935935,0.002381796,0.0004773553,0.0003199618,0.00002430726,0.0001235859,0.000009363717,0.000106154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284219,"threshold_uncertainty_score":0.3458447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034522312484669,"score_gpt":0.4794280008190729,"score_spread":0.275975769570606,"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."}}