{"id":"W2130781040","doi":"10.1016/j.mehy.2013.01.013","title":"Towards a functional model of mental disorders incorporating the laws of thermodynamics","year":2013,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Selkirk College","funders":"","keywords":"Laws of thermodynamics; Entropy (arrow of time); Mental health; Work (physics); Conservation of energy; Second law of thermodynamics; Computer science; Psychology; Psychiatry; Thermodynamics; Physics; Non-equilibrium thermodynamics","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":[0.002037836,0.0007565948,0.00119645,0.001335804,0.001010064,0.002187427,0.002264064,0.001768516,0.005384458],"category_scores_gemma":[0.003466356,0.000467504,0.001691827,0.0005656462,0.003534277,0.004886011,0.002063957,0.00236208,0.0007452793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256139,"about_ca_system_score_gemma":0.001537908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615252,"about_ca_topic_score_gemma":0.002612525,"domain_scores_codex":[0.9994488,0.0003020371,0.00002597231,0.00006470068,0.0001013529,0.00005706375],"domain_scores_gemma":[0.9986957,0.0006913761,0.00008904311,0.000167244,0.0002395205,0.0001171522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002890987,0.00001067902,0.0002015371,0.00002402151,0.00001397242,0.00003237448,0.00007816471,0.01063327,0.0001632693,0.9859035,0.0005731547,0.002363265],"study_design_scores_gemma":[0.000002998324,0.000006803414,0.0001361472,0.000008406826,0.000004520999,0.00003094373,0.00002336107,0.04691856,0.00002009662,0.9516191,0.001223897,0.000005137485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02368001,0.00165644,0.9168569,0.014281,0.00042522,0.00005769873,0.0002473021,0.0001783729,0.04261707],"genre_scores_gemma":[0.748049,0.003524545,0.2201285,0.002482181,0.00187396,0.0004338846,0.000428781,0.0002427051,0.02283645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005384458,"threshold_uncertainty_score":0.01801276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08474001772150716,"score_gpt":0.3592654708350121,"score_spread":0.274525453113505,"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."}}