{"id":"W4289890870","doi":"10.3389/phrs.2022.1605082","title":"Moving Forward With Integrated Care: The Use of Realist Approaches to Understand What Works, How, for Whom and Under Which Circumstances","year":2022,"lang":"en","type":"article","venue":"Public health reviews","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of British Columbia","funders":"","keywords":"Public health; Medicine; Psychology; Nursing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005765473,0.0002998674,0.00111003,0.0002034571,0.003217916,0.0003061261,0.0004032852,0.0001150793,0.00006132519],"category_scores_gemma":[0.0007063346,0.0001838165,0.00009699866,0.001326675,0.0001177241,0.001085407,0.0002757435,0.0009526989,0.000001963473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200208,"about_ca_system_score_gemma":0.005935961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479491,"about_ca_topic_score_gemma":0.01876959,"domain_scores_codex":[0.993988,0.002759746,0.00115142,0.0005537365,0.000448617,0.001098498],"domain_scores_gemma":[0.9956134,0.00187967,0.0009170353,0.0007544332,0.0003210391,0.0005143993],"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":[0.0002734372,0.00009308632,0.006532507,0.0126165,0.0001010761,8.152472e-7,0.07245015,0.00005253182,0.000001279144,0.01742621,0.3184519,0.5720005],"study_design_scores_gemma":[0.0005499714,0.0003061432,0.001062215,0.0007424718,0.00002344206,0.000002618129,0.1277282,0.00004697156,1.189614e-7,0.0002145309,0.8691552,0.0001681298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005135302,0.154669,0.03513457,0.7915727,0.0008135724,0.01211458,0.0002342691,0.00009630829,0.000229684],"genre_scores_gemma":[0.1507309,0.2157843,0.02466621,0.5923686,0.0006629018,0.01265424,0.001219988,0.0002891465,0.001623716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5718324,"threshold_uncertainty_score":0.9996995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5399511646317675,"score_gpt":0.4188163247895167,"score_spread":0.1211348398422508,"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."}}