{"id":"W2806105432","doi":"10.1177/2167696818778632","title":"An Exploration of Depression Symptom Trajectories, and Their Predictors, in a Canadian Sample of Emerging Adults","year":2018,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Depression (economics); Psychology; Longitudinal study; Young adult; Clinical psychology; Sample (material); Social support; Longitudinal sample; Latent class model; Developmental psychology; Medicine; Social psychology","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":[0.001155848,0.0004275546,0.000401017,0.001832296,0.004253383,0.001275706,0.001077293,0.0003605737,0.0008906485],"category_scores_gemma":[0.001967193,0.0004294389,0.0004813753,0.003485346,0.0005242077,0.0004983565,0.0009120504,0.0007531134,0.0001504176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021665,"about_ca_system_score_gemma":0.01556768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850877,"about_ca_topic_score_gemma":0.9917952,"domain_scores_codex":[0.9994799,0.0000452013,0.00003318302,0.00009047666,0.0001701639,0.0001810606],"domain_scores_gemma":[0.9991335,0.00005828704,0.0001162945,0.00004886413,0.0004276877,0.0002154287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004826298,0.00006153351,0.992871,0.00001883959,0.00002142768,0.00006574885,0.002440596,0.00002813579,0.0002846024,0.00007417192,0.0002731951,0.003812606],"study_design_scores_gemma":[0.000003858833,0.00002973403,0.9964181,0.00001310558,0.00001024632,0.00004772543,0.002861204,0.0001147965,0.00004193542,0.00001518477,0.0004385725,0.000005470967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981449,0.0001433091,0.000124398,0.00006920437,0.000003958645,0.00006782779,0.0009153941,0.000002712501,0.0005283373],"genre_scores_gemma":[0.9972529,0.000375118,0.0005199764,0.00008615495,0.000002602249,0.00005854333,0.001297594,0.000003346192,0.0004037593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491231,"threshold_uncertainty_score":0.07412726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671067075230862,"score_gpt":0.2806515437978712,"score_spread":0.2639408730455626,"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."}}