{"id":"W2768914995","doi":"","title":"Philosophy and Psychiatry: Problems, Intersections, and New Perspectives","year":2017,"lang":"en","type":"article","venue":"Notre Dame philosophical reviews","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Philosophy of mind; Epistemology; Sociology; Psychology; Philosophy; Metaphysics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002325727,0.0002729887,0.0004478831,0.00006619988,0.001321344,0.0003591359,0.0002398089,0.00008307506,0.0007582603],"category_scores_gemma":[0.0001298065,0.0002085588,0.000107972,0.00001819193,0.0005323479,0.0003593764,0.000117806,0.0003753815,0.0001610746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002106613,"about_ca_system_score_gemma":0.00004936984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504051,"about_ca_topic_score_gemma":0.000540765,"domain_scores_codex":[0.9985654,0.0000896861,0.0004268808,0.0004997139,0.0001454038,0.0002729688],"domain_scores_gemma":[0.9987147,0.0000381178,0.0002827747,0.0005235245,0.0000282167,0.0004127019],"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":[0.00004336738,0.0001032372,0.00084106,0.0005727691,0.00001716315,0.000001281117,0.004342827,1.262165e-8,0.000003021113,0.9638621,0.0117245,0.01848872],"study_design_scores_gemma":[0.0004972802,0.0002017813,0.0004127841,0.000502787,0.00003757011,0.00001769159,0.0002572663,0.000006283704,4.869526e-7,0.4252144,0.5726273,0.0002243486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02052669,0.1862356,0.00002236224,0.433485,0.003287993,0.002109638,0.0001163896,0.0001587759,0.3540575],"genre_scores_gemma":[0.9372172,0.04467251,0.0007293884,0.005812504,0.009221022,0.00008431067,0.00001755321,0.00004882521,0.002196676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9166905,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439005710558419,"score_gpt":0.3385277906456251,"score_spread":0.1946272195897832,"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."}}