{"id":"W4211195361","doi":"10.21203/rs.3.rs-1185708/v1","title":"Decision-making and Related Outcomes of Patients with Complex Care Needs in Primary Care Settings : A Systematic Literature Review with A Case-based Qualitative Synthesis","year":2022,"lang":"en","type":"review","venue":"Research Square","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Université de Montréal","funders":"","keywords":"CINAHL; PsycINFO; Decision aids; MEDLINE; Psychology; Decision quality; Nursing; Needs assessment; Health care; General partnership; Applied psychology; Medicine; Patient satisfaction; Sociology; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02272494,0.0006408541,0.00738743,0.002943134,0.0004100742,0.0001516014,0.0005640631,0.0003348827,0.0002452671],"category_scores_gemma":[0.01384645,0.0005287113,0.000389304,0.003055269,0.0002045104,0.0003140727,0.0002386678,0.001246189,0.00003586873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480596,"about_ca_system_score_gemma":0.001161481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528571,"about_ca_topic_score_gemma":0.0001390176,"domain_scores_codex":[0.9836746,0.007340792,0.006417123,0.001071837,0.0007860725,0.0007095312],"domain_scores_gemma":[0.9649896,0.02833672,0.004522431,0.001202374,0.0007399071,0.000208951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003433838,0.00008592741,0.002998949,0.9638594,0.0002828055,0.0001260578,0.02475843,0.000007231697,2.709643e-10,0.000368195,0.0002255097,0.007253184],"study_design_scores_gemma":[0.0008373462,0.0004050354,0.0008758496,0.9260064,0.0002410897,0.00007403539,0.03756055,0.00002632422,2.685069e-9,0.00005458939,0.03324648,0.0006723436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008782063,0.9830301,0.00001870175,0.0003135117,0.00004972547,0.01028916,0.004929762,0.00003068938,0.0004600913],"genre_scores_gemma":[0.004928896,0.9871909,0.001835623,0.0004172167,0.00001836659,0.004072438,0.001336116,0.0001721225,0.00002831269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03785301,"threshold_uncertainty_score":0.9997165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2784521674878918,"score_gpt":0.5016636822170238,"score_spread":0.223211514729132,"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."}}