{"id":"W2045849493","doi":"10.1017/s0033291710001364","title":"Letter to the Editor: Context dependency of major depression","year":2010,"lang":"en","type":"letter","venue":"Psychological Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Content (measure theory); Depression (economics); Dependency (UML); Context (archaeology); Action (physics); Psychology; Computer science; Artificial intelligence; History; Mathematics","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":[0.002013507,0.0005069431,0.001066183,0.0004596206,0.002473555,0.001483732,0.001368992,0.01985066,0.00558744],"category_scores_gemma":[0.01935279,0.0005185975,0.0007049214,0.0005688398,0.001054538,0.002258525,0.0006747488,0.01786198,0.003253179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200952,"about_ca_system_score_gemma":0.002891126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962722,"about_ca_topic_score_gemma":0.006225029,"domain_scores_codex":[0.9989279,0.0004350533,0.0001561431,0.0001541405,0.0002133775,0.0001134198],"domain_scores_gemma":[0.9951671,0.002953392,0.0003118142,0.0001757483,0.0009262985,0.0004656527],"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":[0.00006106678,0.00002709819,0.000939737,0.0000478902,0.00001256003,0.002294468,0.00009956417,0.00003374628,0.00006992493,0.0006064381,0.9882424,0.007564987],"study_design_scores_gemma":[0.0005588428,0.0002285449,0.01115877,0.001024465,0.0001757523,0.0264032,0.001409395,0.001405878,0.0007821317,0.01290449,0.9438095,0.0001390106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001031467,0.0008166379,0.0000477467,0.9800642,0.01624737,0.000007312431,0.00005346769,0.00001867558,0.00171309],"genre_scores_gemma":[0.01468506,0.002064944,0.0001869196,0.9018298,0.07538106,0.0000425066,0.00004808143,0.00002938842,0.005732293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01985066,"threshold_uncertainty_score":0.01869184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231653366367771,"score_gpt":0.4027665583809812,"score_spread":0.3504500247173035,"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."}}