{"id":"W2757293903","doi":"","title":"Social context and depression severity and duration in Canadian men and women exploring the influence of social support and sense of community belongingness","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Belongingness; Psychology; Social psychology; Sense of community; Context (archaeology); Depression (economics); Duration (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.00278871,0.0001230921,0.0004892574,0.000171363,0.001208335,0.000009228286,0.00009387004,0.0003366198,0.00001775257],"category_scores_gemma":[0.00009904414,0.0001038621,0.00002060667,0.0001273135,0.0005069833,0.0001752659,0.00006559589,0.001179579,6.419228e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009870503,"about_ca_system_score_gemma":0.0002208913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01580495,"about_ca_topic_score_gemma":0.01178191,"domain_scores_codex":[0.9976735,0.0008964523,0.0007700826,0.0001230842,0.0001229046,0.000414041],"domain_scores_gemma":[0.9984889,0.0004591254,0.0006264489,0.00007821333,0.0001725026,0.000174784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006994101,0.0001015126,0.1520221,0.0003724522,0.00007524477,0.000006964195,0.7636061,7.534083e-7,0.004733098,0.00296618,0.001573287,0.07384291],"study_design_scores_gemma":[0.001410305,0.00007329245,0.9256728,0.00002692293,0.00001277217,0.0000137043,0.0662921,0.000002332846,0.000008763275,0.006040957,0.0003707297,0.00007530141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929558,0.00003117781,0.000003755408,0.004080414,0.0001228921,0.0003870574,0.000006575782,0.000003882531,0.002408468],"genre_scores_gemma":[0.9976252,0.0001999412,0.00002232074,0.001891666,0.0002076656,0.00003403561,0.000001194313,0.00001190527,0.000006096301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7736507,"threshold_uncertainty_score":0.9907489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515604076249252,"score_gpt":0.4098960735290268,"score_spread":0.3547400327665343,"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."}}