{"id":"W4399265200","doi":"10.53713/nhsj.v4i2.305","title":"Nurses’ Pain Management Challenges","year":2024,"lang":"en","type":"article","venue":"Nursing and Health Sciences Journal (NHSJ)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pain management; Psychology; Medicine; Nursing; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.006985196,0.0002556891,0.0005184668,0.0005127547,0.005438779,0.003459234,0.001365687,0.001991039,0.003320819],"category_scores_gemma":[0.02162332,0.0003414251,0.0004600883,0.0006124207,0.002269191,0.002231782,0.003633314,0.002703231,0.0005531745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004101404,"about_ca_system_score_gemma":0.01122545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490466,"about_ca_topic_score_gemma":0.03747242,"domain_scores_codex":[0.9911106,0.003576695,0.0006506072,0.0005538957,0.002876223,0.001232028],"domain_scores_gemma":[0.9877849,0.004698042,0.001529479,0.0002904169,0.003244551,0.002452596],"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":[0.0001252216,0.0005848741,0.0653549,0.003043126,0.0001948992,0.007024198,0.3813003,0.0005861813,0.00304114,0.007524417,0.06567494,0.4655459],"study_design_scores_gemma":[0.00005964834,0.0006477012,0.06169428,0.002876385,0.00008862085,0.0110563,0.5965974,0.000705822,0.0005640602,0.007872903,0.3176847,0.000152168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7239238,0.03227782,0.006634696,0.1468537,0.003991988,0.000327152,0.0001685934,0.0001189294,0.0857033],"genre_scores_gemma":[0.9452031,0.01673655,0.00625056,0.02007037,0.0006071319,0.0002580467,0.00009484038,0.00003325578,0.0107461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490466,"threshold_uncertainty_score":0.03694171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07613551766036182,"score_gpt":0.4084831293613429,"score_spread":0.3323476117009811,"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."}}