{"id":"W2120845763","doi":"10.1176/jnp.12.1.100","title":"Treatment of Pathological Affect","year":2000,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Pathological; Crying; Amyotrophic lateral sclerosis; Affect (linguistics); Neuroscience; Psychology; Laughter; Medicine; Disease; Psychiatry; Pathology; Communication","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":[0.0001817448,0.0003780338,0.0006932932,0.0005918451,0.000598648,0.0002669778,0.0004366142,0.0008559802,0.006663999],"category_scores_gemma":[0.0006307948,0.00006475218,0.0004831807,0.0002411084,0.000254452,0.0001816088,0.000333911,0.001223631,0.002273307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655506,"about_ca_system_score_gemma":0.0002308588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000608873,"about_ca_topic_score_gemma":0.001007831,"domain_scores_codex":[0.9998302,0.00004040603,0.00001421275,0.00002940647,0.00003576248,0.00005001394],"domain_scores_gemma":[0.9998978,0.00001747186,0.00001102715,0.0000129673,0.00002259938,0.00003803887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005197119,0.002823222,0.005260866,0.001496012,0.0003062506,0.01053604,0.000423394,0.0006030008,0.06589306,0.003215259,0.0235248,0.8807212],"study_design_scores_gemma":[0.005235722,0.02989622,0.09890442,0.001624746,0.000640632,0.08425231,0.0007290665,0.003341988,0.0856671,0.006649098,0.6829097,0.0001490453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899675,0.1483161,0.02535475,0.008876242,0.003888442,0.002391237,0.001257649,0.001880827,0.2180672],"genre_scores_gemma":[0.9364871,0.0202659,0.004452241,0.003492303,0.0006224751,0.0006519119,0.001081755,0.0001188447,0.03282736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006663999,"threshold_uncertainty_score":0.02229333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017358880348682,"score_gpt":0.2927492566859463,"score_spread":0.2725756678824595,"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."}}