{"id":"W3123359981","doi":"10.1097/ncm.0000000000000489","title":"Considering Case Management Practice From a Global Perspective","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Autonomy; Global health; Competence (human resources); Engineering ethics; Political science; Sociology; Health care; Management; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009533155,0.0003851186,0.0004858492,0.0001217622,0.002066846,0.00004035799,0.0001947865,0.0002074295,0.003360826],"category_scores_gemma":[0.0002313279,0.0003606967,0.0001622687,0.0005375475,0.00006461519,0.0003807415,0.001898568,0.0008507689,0.001037089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282405,"about_ca_system_score_gemma":0.0007670957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281772,"about_ca_topic_score_gemma":0.001986672,"domain_scores_codex":[0.9951532,0.001322534,0.0008809273,0.0009676248,0.0007020383,0.000973677],"domain_scores_gemma":[0.9966703,0.001116299,0.0003693328,0.0008403164,0.000627203,0.0003765284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003025578,0.0004038505,0.001493515,0.0008816514,0.0007276039,0.6589342,0.002760546,0.000007091558,0.000003153685,0.1983748,0.1265731,0.009537832],"study_design_scores_gemma":[0.003932361,0.00005255613,0.002879637,0.0005433298,0.0007629894,0.01342596,0.3832765,0.00006807296,0.00001106638,0.01974274,0.5746391,0.0006656658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07089108,0.003940029,0.001790257,0.07156545,0.007595046,0.003466479,0.0004695267,0.0004951889,0.8397869],"genre_scores_gemma":[0.672773,0.001182075,0.08098532,0.1810163,0.00153951,0.002190514,0.0003067568,0.0001407259,0.05986578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7799212,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07457049796303208,"score_gpt":0.485384273104903,"score_spread":0.4108137751418709,"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."}}