{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564244,0.0004098417,0.0006059477,0.0007703317,0.003550923,0.00371453,0.0007347118,0.003356395,0.137289],"category_scores_gemma":[0.01340513,0.0003246902,0.0007364998,0.0004649457,0.0015996,0.003840464,0.0020875,0.005012714,0.07849584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009017921,"about_ca_system_score_gemma":0.001168915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007884267,"about_ca_topic_score_gemma":0.01255385,"domain_scores_codex":[0.9985313,0.00042885,0.00008087332,0.0001464739,0.000479949,0.0003325515],"domain_scores_gemma":[0.995905,0.0006940952,0.0004821467,0.0002729809,0.001145874,0.001499936],"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":[0.00009471001,0.0001255172,0.006832062,0.000146093,0.00003190711,0.001530749,0.002698983,0.00002263965,0.0004376169,0.002397219,0.9013839,0.08429857],"study_design_scores_gemma":[0.00003054301,0.00009275435,0.005437063,0.0003470384,0.00002685348,0.003415835,0.007724588,0.00006019769,0.0002413444,0.001859071,0.9807115,0.00005334873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04093768,0.01609946,0.003579433,0.4936966,0.05746353,0.0002717159,0.002370109,0.001528518,0.3840529],"genre_scores_gemma":[0.1038432,0.01178624,0.002977483,0.2223002,0.009254463,0.000215152,0.001110745,0.0004017538,0.6481108],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.137289,"threshold_uncertainty_score":0.4592774,"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."}}