{"id":"W7139523989","doi":"","title":"Neuro Life Online®","year":2021,"lang":"","type":"article","venue":"UNM’s Digital Repository (University of New Mexico)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Socialization; General partnership; Social isolation; Depression (economics); Attendance; Social support","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008535144,0.0005374007,0.0008478911,0.0002672316,0.0004453636,0.0003164177,0.001007411,0.0004611025,0.001249319],"category_scores_gemma":[0.0003187207,0.0008010899,0.001048455,0.0009144434,0.0005904424,0.001503406,0.0008587436,0.0006649882,0.00104161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388457,"about_ca_system_score_gemma":0.001606592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005224339,"about_ca_topic_score_gemma":0.0001701729,"domain_scores_codex":[0.995943,0.0002460156,0.0009504264,0.001256308,0.0007262019,0.0008780121],"domain_scores_gemma":[0.9955186,0.0003822866,0.0008135053,0.001343176,0.0003942258,0.001548191],"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":[0.003989763,0.03726047,0.0379381,0.002406498,0.004282099,0.02099596,0.009804879,0.0001779092,0.00150496,0.0395306,0.5784138,0.2636949],"study_design_scores_gemma":[0.0110298,0.005644741,0.1172728,0.002858094,0.001012991,0.00262469,0.03743961,0.0003560158,0.002681779,0.007971375,0.8084946,0.002613527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.439938,0.004677277,0.001289753,0.00804971,0.01018578,0.0007092133,0.001459297,0.0002848735,0.5334061],"genre_scores_gemma":[0.7515636,0.00005028066,0.0003009547,0.000517761,0.0002689155,2.675577e-7,0.0001378181,0.00005992839,0.2471005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3116256,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684994025437702,"score_gpt":0.2912579900210641,"score_spread":0.254408049766687,"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."}}