{"id":"W4247001484","doi":"10.1186/1472-6874-4-s1-s19","title":"Depression","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Depression (economics); Psychosocial; Psychiatry; Medicine; Distress; Population; Anxiety; Social support; Feeling; Psychological resilience; Psychology; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005188534,0.0002822226,0.0004734078,0.0006955519,0.0008822297,0.001172025,0.0005920254,0.0009149941,0.2280391],"category_scores_gemma":[0.003727877,0.0001417839,0.000442647,0.0006898492,0.0001543456,0.0006053353,0.0009894279,0.00108266,0.078519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008721701,"about_ca_system_score_gemma":0.001639891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005689084,"about_ca_topic_score_gemma":0.01112037,"domain_scores_codex":[0.9994937,0.00008021801,0.00006629462,0.00006501918,0.0001860073,0.0001087943],"domain_scores_gemma":[0.9989645,0.0001033999,0.00008363089,0.00007761682,0.0004997771,0.0002709948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001204504,0.000103074,0.005318221,0.0004465239,0.0000322046,0.0001459417,0.0001338752,0.00001427801,0.0001424323,0.001167673,0.7715544,0.2208209],"study_design_scores_gemma":[0.00012432,0.00008180388,0.02623822,0.00053923,0.00003966661,0.0006626199,0.0002188115,0.00003435331,0.00009007847,0.001438246,0.9705221,0.00001054512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01583877,0.02702311,0.0009927527,0.04795104,0.00669859,0.001683,0.0545932,0.001231481,0.843988],"genre_scores_gemma":[0.130381,0.02908777,0.002659215,0.03923532,0.004302351,0.001364941,0.04943854,0.0003184001,0.7432125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2280391,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109741857142885,"score_gpt":0.3284911896965253,"score_spread":0.2973937711250965,"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."}}