{"id":"W2107265952","doi":"10.1176/pn.41.12.0001a","title":"APA President Urges Support For Single-Payer Insurance System","year":2006,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Actuarial science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003867988,0.0001787337,0.0003709552,0.0002879192,0.0001409032,0.00007337009,0.0002280595,0.00009245489,0.00006347326],"category_scores_gemma":[0.00002806594,0.000201408,0.0001765042,0.0002925734,0.00001670246,0.0001420205,0.00003394353,0.0000798812,0.0005207511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519602,"about_ca_system_score_gemma":0.0000281166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006301005,"about_ca_topic_score_gemma":0.0005024894,"domain_scores_codex":[0.9981229,0.00001559823,0.000871481,0.0004668548,0.0000494913,0.0004737041],"domain_scores_gemma":[0.9990311,0.00004799255,0.000392179,0.0004024504,0.00002851798,0.00009775232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003144428,0.0002290058,0.08435237,0.0006241023,0.00003312356,0.000002684317,0.00007602183,0.00007951091,0.000004654138,0.8274763,0.08428242,0.002808434],"study_design_scores_gemma":[0.0008633691,0.0001463671,0.03277257,0.00001341805,0.00001109801,0.000006670949,0.00006130191,0.0001869875,0.00002811761,0.02804864,0.9375315,0.0003299937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1116842,0.01698647,0.06185791,0.02978394,0.01191192,0.004850662,0.001363382,0.0007164746,0.760845],"genre_scores_gemma":[0.9899952,0.00009816162,0.00261155,0.0008443111,0.001145874,0.0002139865,0.00002763065,0.00003841382,0.005024889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8783109,"threshold_uncertainty_score":0.9525277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818786517153563,"score_gpt":0.2500918113602795,"score_spread":0.2119039461887438,"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."}}