{"id":"W2790326759","doi":"10.1177/1754073917719332","title":"Comment: The Emotion–Health Link: Perspectives From a Lifespan Theory of Discrete Emotions","year":2018,"lang":"en","type":"article","venue":"Emotion Review","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sadness; Anger; Psychology; Anxiety; Disease; Emotion classification; Cognitive psychology; Social psychology; Medicine; Psychiatry","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":[0.01189445,0.001270071,0.00170552,0.0010072,0.002414766,0.002636646,0.006327998,0.02361751,0.00605357],"category_scores_gemma":[0.0529862,0.0005239839,0.001836945,0.001433515,0.008126654,0.00719515,0.003009499,0.0399105,0.00514253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158734,"about_ca_system_score_gemma":0.004433708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00899446,"about_ca_topic_score_gemma":0.007871097,"domain_scores_codex":[0.9946641,0.001780437,0.0007167538,0.001086154,0.001424593,0.000327973],"domain_scores_gemma":[0.9548766,0.03283758,0.00201145,0.001088781,0.008190884,0.0009947423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000506114,0.000009760781,0.00024255,0.0002866743,0.00002070684,0.0002114653,0.0004734484,0.0000512054,0.0001463077,0.008258315,0.9834107,0.006838247],"study_design_scores_gemma":[0.00007439256,0.00008387568,0.001983693,0.001248695,0.00004377602,0.001102723,0.001506299,0.0002757813,0.0003303324,0.02480582,0.9684446,0.0001000491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001174291,0.00469204,0.0001771609,0.9685519,0.02592269,0.000005265334,0.00007364799,0.00001733916,0.0004425485],"genre_scores_gemma":[0.002631522,0.005668556,0.0002547221,0.9332969,0.05652899,0.00004600391,0.00004298923,0.0000253777,0.001504982],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02361751,"threshold_uncertainty_score":0.0629046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499976415524425,"score_gpt":0.3773873360299361,"score_spread":0.3273896944774936,"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."}}