{"id":"W1998647632","doi":"10.1097/01.pcama.0000327408.71354.52","title":"What Can Claims Data Tell the Case Manager?","year":2008,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Reimbursement; Documentation; Relevance (law); Service (business); Case mix index; Protocol (science); Case management; MEDLINE; Business; Medicine; Operations management; Nursing; Computer science; Health care; Marketing; Economics; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.068823,0.0009498753,0.002009703,0.007629989,0.002046146,0.01038685,0.003701651,0.006268393,0.009191783],"category_scores_gemma":[0.4015599,0.001038342,0.001279155,0.006429418,0.004030691,0.02319979,0.004488958,0.007019991,0.004609981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955311,"about_ca_system_score_gemma":0.005737227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626223,"about_ca_topic_score_gemma":0.00582484,"domain_scores_codex":[0.9224167,0.05142953,0.01373709,0.002586297,0.007933511,0.001896867],"domain_scores_gemma":[0.6232735,0.2782995,0.04307585,0.02056536,0.02746371,0.007321958],"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":[0.0007739908,0.000581112,0.2941812,0.004390869,0.0004116322,0.002964459,0.007988684,0.0009252941,0.0003386272,0.03911216,0.248416,0.399916],"study_design_scores_gemma":[0.0003785509,0.0005969805,0.08420523,0.05188001,0.0007305941,0.01486766,0.06021979,0.006897723,0.001596785,0.3071574,0.4708727,0.0005966223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04160628,0.05386909,0.02492067,0.8376908,0.006752936,0.0004564864,0.006645756,0.0002877482,0.02777017],"genre_scores_gemma":[0.6301846,0.06575263,0.06114438,0.2046549,0.02499277,0.001695857,0.00647531,0.0004835793,0.004615957],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.068823,"threshold_uncertainty_score":0.3639752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874509864786214,"score_gpt":0.4635744093454393,"score_spread":0.276123422866818,"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."}}