{"id":"W4411618312","doi":"10.51847/csraskjhx4","title":"10.51847/CsrAsKjhx4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Group psychotherapy; Multiple sclerosis; Psychological therapy; Psychotherapist; Psychology; Clinical psychology; Mental health; DASS; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008621636,0.0008814516,0.0005484011,0.001613877,0.000879098,0.001922956,0.0006549996,0.001958625,0.9355227],"category_scores_gemma":[0.001104922,0.0002837305,0.0005663999,0.00114076,0.0006045005,0.00128175,0.001721816,0.0009767644,0.8819429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507525,"about_ca_system_score_gemma":0.00089112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282894,"about_ca_topic_score_gemma":0.002770593,"domain_scores_codex":[0.9994929,0.00008844288,0.00004973337,0.0001038727,0.0001469232,0.0001182314],"domain_scores_gemma":[0.9986066,0.0003031944,0.00008292107,0.0001967666,0.0003582609,0.000452123],"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":[0.0005763833,0.0007742376,0.003316564,0.0003953016,0.00002273723,0.0003870578,0.000235625,0.0001952806,0.005367965,0.003502385,0.1185459,0.8666806],"study_design_scores_gemma":[0.0002247634,0.0005741412,0.0122556,0.000529205,0.00002945365,0.001352736,0.0005991238,0.0007683338,0.00224003,0.002160709,0.9792274,0.00003861222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01210545,0.0008900308,0.001693203,0.001444387,0.001153805,0.0002242015,0.001139698,0.001105644,0.9802436],"genre_scores_gemma":[0.01552735,0.0004438207,0.001486173,0.0004709474,0.0001692556,0.00009217268,0.0006583188,0.0001564532,0.9809956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06447726,"threshold_uncertainty_score":0.09196901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007365235111568552,"score_gpt":0.2255212170234085,"score_spread":0.21815598191184,"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."}}