{"id":"W6903180861","doi":"10.11575/prism/26799","title":"Low Social Support as a Risk Factor for a Major Depressive Episode in Canadian Community Dwelling Seniors","year":2015,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive episode; Depression (economics); Social support; Logistic regression; Risk factor; Incidence (geometry); Longitudinal study; Population; Protective factor","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":[0.0006763779,0.0005221482,0.00102621,0.001595747,0.0005492957,0.00002271806,0.001188665,0.001082762,0.003183429],"category_scores_gemma":[0.0001986483,0.0007364274,0.0003375729,0.0004042991,0.00044931,0.000174208,0.0002667035,0.001406967,0.0008159416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341294,"about_ca_system_score_gemma":0.002116307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588546,"about_ca_topic_score_gemma":0.951216,"domain_scores_codex":[0.997107,0.0006785661,0.0002560315,0.0004912008,0.0004984689,0.0009687917],"domain_scores_gemma":[0.9973803,0.0001572557,0.0008512134,0.0006428192,0.0002007824,0.0007676214],"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":[0.000624597,0.0004187653,0.01027903,0.0005611252,0.0009612747,0.0004615089,0.02780104,0.000002526503,0.0000549766,0.0001215864,0.9381838,0.0205298],"study_design_scores_gemma":[0.007187183,0.0002528246,0.01056811,0.0003984849,0.0007740584,0.00001039094,0.001849619,0.002770292,0.00005575247,0.0009749404,0.9734893,0.001669026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1326978,0.0004590161,0.01307113,0.0002751633,0.000631508,0.006097449,0.008436006,0.000782367,0.8375496],"genre_scores_gemma":[0.1154795,0.0001343429,0.02825944,0.000168634,0.0002668326,0.00001489369,0.003716402,0.003013792,0.8489462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03530555,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544256893816477,"score_gpt":0.2301513077607829,"score_spread":0.2147087388226182,"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."}}