{"id":"W4385635841","doi":"10.1002/mhw.33747","title":"In Case You Haven't Heard…","year":2023,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Breast cancer; Medicine; Cancer; Lung cancer; Population; Psychiatry; Environmental health; Demography; Clinical psychology; Oncology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001583094,0.00008987581,0.0001690933,0.0001540873,0.0006769896,0.00003112622,0.0001456561,0.00006867574,0.0003728801],"category_scores_gemma":[0.00004584205,0.00009886838,0.00003992242,0.0008019588,0.0001351428,0.0001931233,0.00006381041,0.0001516957,0.001051289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668888,"about_ca_system_score_gemma":0.0003942731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06644388,"about_ca_topic_score_gemma":0.04750473,"domain_scores_codex":[0.9981691,0.0002485113,0.0002817107,0.0002408565,0.0003746648,0.0006851287],"domain_scores_gemma":[0.9994443,0.00007018477,0.00005808605,0.0001557617,0.00001446561,0.0002571809],"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":[0.00002575837,0.0001545842,0.02751284,0.00008944039,0.000005213649,0.002414081,0.06870041,0.000007377212,0.00001529399,0.004097743,0.8793682,0.01760903],"study_design_scores_gemma":[0.0004264108,0.00008142111,0.01035853,0.00004237755,9.204747e-7,0.00006939591,0.06737158,0.00006035724,0.00001098226,0.0006062805,0.9208085,0.0001632318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982275,0.0001221417,0.000002162173,0.2820919,0.002553232,0.0006649338,0.00007237434,0.0002294595,0.01603628],"genre_scores_gemma":[0.8996732,0.0001809386,0.0001125956,0.004561642,0.0002438128,0.00005202537,0.00003610003,0.00002206952,0.09511757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775303,"threshold_uncertainty_score":0.9997265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044745139025131,"score_gpt":0.3923413143080955,"score_spread":0.3418938629178442,"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."}}