{"id":"W4214625753","doi":"10.1097/ncm.0000000000000468","title":"Case Management","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Case management; Executive director; Management; Library science; Business; Computer science; Process management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001240187,0.0002118866,0.0002419877,0.00008951524,0.0002840767,0.00001049372,0.00006921539,0.00004031975,0.0009113174],"category_scores_gemma":[0.000009110214,0.0001678416,0.0001311747,0.000280925,0.00004081989,0.00005361389,0.0004174113,0.0001756898,0.0003817197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005412274,"about_ca_system_score_gemma":0.00001010944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001691572,"about_ca_topic_score_gemma":0.000007976038,"domain_scores_codex":[0.998533,0.00003725436,0.0003007,0.0004235352,0.0003849674,0.0003205866],"domain_scores_gemma":[0.9993756,0.00001540042,0.00004890844,0.0002476114,0.000057505,0.0002549443],"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":[0.0003064557,0.0002589265,0.0008244175,0.001800264,0.000693584,0.7779623,0.001259702,0.000009382206,0.00001593049,0.009577097,0.1235794,0.08371262],"study_design_scores_gemma":[0.008128617,0.0007461083,0.01170719,0.0005824507,0.002353675,0.07059196,0.0558781,0.0008280022,0.0002061966,0.0007164904,0.8471375,0.001123719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.535935,0.001188194,0.0008528802,0.02652476,0.002078336,0.00263835,0.00003415795,0.000477308,0.430271],"genre_scores_gemma":[0.9821781,0.0001329493,0.002646794,0.00446442,0.000264015,0.0001823653,0.00002121314,0.0000272581,0.01008287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235581,"threshold_uncertainty_score":0.9978287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06347302227349623,"score_gpt":0.3338636609693972,"score_spread":0.270390638695901,"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."}}