{"id":"W2146304281","doi":"10.3810/pgm.2014.07.2784","title":"Acute Pain: Effective Management Requires Comprehensive Assessment","year":2014,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Medicine; Pain management; Intensive care medicine; Acute pain; Physical therapy; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004628877,0.0008667281,0.002024936,0.001655143,0.001491469,0.004144006,0.001613273,0.00256963,0.003648011],"category_scores_gemma":[0.01273351,0.0003472223,0.0006427973,0.001383728,0.002541383,0.005325826,0.002595144,0.005144966,0.001769011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223718,"about_ca_system_score_gemma":0.01019871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025432,"about_ca_topic_score_gemma":0.005839036,"domain_scores_codex":[0.9958793,0.001315675,0.0007035117,0.0002423748,0.001626547,0.0002325903],"domain_scores_gemma":[0.9908425,0.004145334,0.0009625225,0.0002805594,0.00283478,0.0009343245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006788218,0.0003177327,0.004936917,0.009648299,0.0001265776,0.001274982,0.0008941836,0.0005801802,0.00166701,0.01496981,0.09574503,0.8697714],"study_design_scores_gemma":[0.0001192768,0.0008155818,0.04280568,0.05285417,0.000389492,0.02261879,0.007397655,0.001932071,0.00110535,0.07328057,0.7963886,0.0002927653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005446183,0.6751245,0.02869192,0.2543049,0.005840597,0.0005096541,0.0001710678,0.0003566182,0.02955463],"genre_scores_gemma":[0.04432258,0.853101,0.05219023,0.03522591,0.01045664,0.0003616846,0.0002425275,0.0000632779,0.004036244],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004628877,"threshold_uncertainty_score":0.02448016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729336967323798,"score_gpt":0.3079120411076381,"score_spread":0.2906186714344002,"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."}}