{"id":"W4200102203","doi":"10.22454/primer.2021.501713","title":"Examining Access to Psychiatric Care in Michigan’s Upper Peninsula","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Mental health; Mental health care; Peninsula; Health care; Mental healthcare; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007408113,0.0001409496,0.0001838366,0.0001635988,0.00008715374,0.00005186954,0.0002369883,0.00008237785,0.003102891],"category_scores_gemma":[0.00001031736,0.0001358235,0.00003752855,0.0005169531,0.00000962987,0.0001166903,0.0001332142,0.0001423552,0.0009737861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005369016,"about_ca_system_score_gemma":0.00004246578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798188,"about_ca_topic_score_gemma":0.0004353184,"domain_scores_codex":[0.9987313,0.00009496055,0.0002470609,0.0004304381,0.0001277434,0.0003685339],"domain_scores_gemma":[0.9994116,0.00004704111,0.00004533202,0.000334411,0.00003885943,0.0001227337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008427117,0.0002185638,0.9555447,0.00004291912,0.00002240533,0.00009696401,0.006961354,0.000001846886,0.0001355877,0.0003494047,0.001856743,0.03468526],"study_design_scores_gemma":[0.00141266,0.0001008479,0.9741952,0.00003823629,0.00002406923,0.00001364646,0.003875322,0.000001986101,0.002080693,0.00007919989,0.0179526,0.0002255175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359924,0.004403561,0.00001041837,0.0006405453,0.001315475,0.0003472948,0.000007710872,0.0000356602,0.05724692],"genre_scores_gemma":[0.9935632,0.0000176483,0.0007795119,0.001760627,0.000162648,0.0001329525,0.00004597337,0.00002554487,0.003511867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757081,"threshold_uncertainty_score":0.9998041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028340209819232,"score_gpt":0.4018835918389935,"score_spread":0.3416001897408012,"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."}}