{"id":"W2151771360","doi":"10.1111/pme.12610","title":"Text Messaging Reduces Analgesic Requirements During Surgery","year":2014,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Distraction; Odds; Medicine; Perioperative; Analgesic; Odds ratio; Anesthesia; Fentanyl; Logistic regression; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003708848,0.0002022328,0.0002257745,0.0001878812,0.0001574861,0.0003088497,0.0001861966,0.0002588417,0.006888627],"category_scores_gemma":[0.005682474,0.00005818475,0.0002280146,0.0001446606,0.0001009505,0.0002265428,0.0002286734,0.0002746591,0.0004878592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672887,"about_ca_system_score_gemma":0.0003247075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006012634,"about_ca_topic_score_gemma":0.001189861,"domain_scores_codex":[0.9994606,0.0001698279,0.0000511568,0.00003876827,0.0001996,0.00008007939],"domain_scores_gemma":[0.9971259,0.001274027,0.001205804,0.0000551628,0.0001551429,0.0001839611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0158416,0.007010351,0.2080688,0.003936818,0.000521255,0.0005945271,0.001202216,0.0004821258,0.0671345,0.0001965067,0.005342071,0.6896693],"study_design_scores_gemma":[0.0008709021,0.02607861,0.9512415,0.000531125,0.0004332424,0.001237162,0.0006966761,0.00118204,0.010234,0.0001743047,0.007290733,0.00002970181],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929748,0.002821882,0.000388311,0.0004767192,0.00006386143,0.00008734818,0.0001221936,0.00004035495,0.003024634],"genre_scores_gemma":[0.9964476,0.001354916,0.0007651526,0.0002059619,0.0001165442,0.00005558095,0.00009928447,0.000005574931,0.0009494897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006888627,"threshold_uncertainty_score":0.02304476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07003734782791744,"score_gpt":0.4295609473105629,"score_spread":0.3595235994826455,"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."}}