{"id":"W4318822565","doi":"10.35975/apic.v26i6.2046","title":"Association of preoperative pain-related education with postoperative patient care among in-hospital cardiac patients","year":2022,"lang":"en","type":"article","venue":"Anaesthesia Pain & Intensive Care","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brief Pain Inventory; Randomized controlled trial; Anesthesia; Nausea; Chest pain; Constipation; Physical therapy; Internal medicine; Chronic pain","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":[0.0008386085,0.0001753189,0.0004985088,0.0001849843,0.0002402467,0.00035266,0.0002755309,0.0004999652,0.002604834],"category_scores_gemma":[0.003067862,0.0001206149,0.0005081836,0.0002306479,0.0002103718,0.0002116751,0.0002496639,0.0008468723,0.00008799426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465514,"about_ca_system_score_gemma":0.0007935657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547047,"about_ca_topic_score_gemma":0.001276822,"domain_scores_codex":[0.9994481,0.0002480347,0.00006817879,0.0000485681,0.00008589952,0.0001011651],"domain_scores_gemma":[0.997777,0.0009209421,0.0007028661,0.00004595351,0.00008178781,0.0004713449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1570437,0.06582665,0.6352839,0.003961626,0.001978306,0.0002342814,0.0004991305,0.0004957932,0.002726093,0.0001685176,0.001036186,0.1307458],"study_design_scores_gemma":[0.01717331,0.1667728,0.8113942,0.0003972958,0.001107031,0.0002469144,0.0002815195,0.0006304639,0.0007422204,0.00008508455,0.001140083,0.00002917847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975578,0.001736951,0.00003510182,0.0001580852,0.00003210886,0.00007735658,0.00004088884,0.000002093541,0.0003596557],"genre_scores_gemma":[0.9983453,0.0008569716,0.0002201063,0.0001581173,0.00006529996,0.0001290826,0.00008664909,5.783915e-7,0.0001377891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604834,"threshold_uncertainty_score":0.00871408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002825025654396619,"score_gpt":0.2081798632026902,"score_spread":0.2053548375482935,"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."}}