{"id":"W4389309175","doi":"10.54905/disssi.v27i141.e377ms3243","title":"Imam Abdurrahman Alfaisal Hospital referred cases characteristics and outcomes","year":2023,"lang":"en","type":"article","venue":"Medical Science","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"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":[0.0004276451,0.0001866113,0.0003819575,0.001835429,0.0005796114,0.0006054622,0.0003700321,0.0003159443,0.00212073],"category_scores_gemma":[0.002742153,0.0001677578,0.0004167501,0.001496332,0.000302157,0.0004257934,0.0005597168,0.0004761213,0.0003030422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007023789,"about_ca_system_score_gemma":0.000735781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714067,"about_ca_topic_score_gemma":0.006707293,"domain_scores_codex":[0.9992792,0.0000973123,0.0001568039,0.0000831953,0.0002176714,0.0001658887],"domain_scores_gemma":[0.9985892,0.0001731483,0.0007898871,0.00004641107,0.0002251678,0.0001761903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007495706,0.0001510596,0.9950876,0.00005428368,0.00002796267,0.001110387,0.0004471228,0.00005849493,0.0001733925,0.00009303068,0.000419895,0.002301952],"study_design_scores_gemma":[0.000006311887,0.0001715146,0.9933854,0.00005792099,0.00002704108,0.002823851,0.002316426,0.000133926,0.0001371817,0.00008191806,0.0008475456,0.00001098363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968151,0.0005287094,0.0000913829,0.000151857,0.00001859796,0.00005421889,0.0006984224,0.000003523593,0.001638041],"genre_scores_gemma":[0.9983663,0.00037021,0.0000915781,0.0000522779,0.00002736092,0.00004969892,0.0007202767,0.000002100826,0.0003202352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004714067,"threshold_uncertainty_score":0.009373248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938476513623527,"score_gpt":0.4058789420740354,"score_spread":0.3664941769378001,"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."}}