{"id":"W1552312612","doi":"10.5750/ijpcm.v1i4.146","title":"Medication regimen complexity and the care of the chronically ill patient","year":2011,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Regimen; Medicine; Dosing; Intensive care medicine; Context (archaeology); Population; Protocol (science); Health care; Alternative medicine; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002588774,0.0002199647,0.0003179864,0.00006288238,0.0003280424,0.0000310561,0.0003107165,0.00006760834,0.001151113],"category_scores_gemma":[0.0002428341,0.0001270837,0.0001562123,0.0002490303,0.002224573,0.0001768445,0.0001989493,0.0002030404,0.00003208599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209611,"about_ca_system_score_gemma":0.0002651945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583785,"about_ca_topic_score_gemma":0.0001207485,"domain_scores_codex":[0.9981946,0.0001432444,0.0004550579,0.0003610083,0.0005958754,0.0002501765],"domain_scores_gemma":[0.9984069,0.0001079224,0.0003088591,0.0008087426,0.0002552805,0.0001122206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002384159,0.0006606155,0.01157803,0.001117637,0.001417031,0.00001251523,0.03839602,0.00002013492,0.001000088,0.7890931,0.00210069,0.15222],"study_design_scores_gemma":[0.02352516,0.001026229,0.806144,0.0007993517,0.003219434,0.00009194557,0.03409385,0.0006346523,0.001445721,0.02979969,0.0981836,0.001036377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4561519,0.001797286,0.00005617787,0.03628235,0.0006965927,0.003359634,0.0000191127,0.000173843,0.5014631],"genre_scores_gemma":[0.9969315,0.0002859501,0.0002935883,0.002012951,0.00009588073,0.0000834787,0.00006925931,0.00002422843,0.0002031468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.794566,"threshold_uncertainty_score":0.999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245596239950293,"score_gpt":0.272621483437376,"score_spread":0.2301655210378731,"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."}}