{"id":"W4238382560","doi":"10.21203/rs.2.10543/v2","title":"Predicting the need for supportive services after discharged from hospital: a systematic review","year":2019,"lang":"en","type":"review","venue":"Research Square","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital","funders":"","keywords":"Medicine; Business; Psychology; Computer science","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":[0.02006135,0.002091368,0.01149886,0.009471942,0.0006624663,0.003740344,0.002920468,0.002402938,0.005077266],"category_scores_gemma":[0.1102681,0.001454699,0.01142005,0.009648016,0.001143696,0.003130907,0.001515563,0.001626345,0.0004434312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457445,"about_ca_system_score_gemma":0.01402321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095294,"about_ca_topic_score_gemma":0.02448769,"domain_scores_codex":[0.984369,0.006639309,0.005073671,0.001297638,0.002302153,0.0003180553],"domain_scores_gemma":[0.9066144,0.07535015,0.01272768,0.001207267,0.00368862,0.0004119392],"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":[0.0001879377,0.00002175566,0.002024425,0.9617276,0.0188401,0.00005548858,0.0001339068,0.0001918014,0.00003359927,0.0002360666,0.0008072586,0.01574015],"study_design_scores_gemma":[0.0003582597,0.0002061953,0.005154175,0.8841859,0.1033247,0.0001690829,0.0001904083,0.000321201,0.00008287238,0.0004971537,0.005468466,0.00004161862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002241783,0.9944587,0.0004313333,0.0003795048,0.0001188053,0.001016928,0.001075893,0.00002040853,0.0002566747],"genre_scores_gemma":[0.05434884,0.938039,0.002434789,0.0007934621,0.0001637572,0.003205157,0.0008285366,0.00001493234,0.000171494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02006135,"threshold_uncertainty_score":0.1060958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746540570024389,"score_gpt":0.4453582656534962,"score_spread":0.3707042086510572,"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."}}