{"id":"W4386765500","doi":"10.1002/wps.21111","title":"The lived experience of depression: a bottom‐up review co‐written by experts by experience and academics","year":2023,"lang":"en","type":"review","venue":"World Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College; Institute for Circumpolar Health Research","funders":"","keywords":"Feeling; Loneliness; Context (archaeology); Existentialism; Psychology; Social psychology; Medicine; Psychotherapist; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012243,0.0006662111,0.001865442,0.0001249922,0.001573435,0.00001579441,0.001006271,0.0005136249,0.0003098077],"category_scores_gemma":[0.00008184364,0.0004278326,0.0002896009,0.000796306,0.0002867405,0.0001037174,0.000380762,0.001742125,0.0001566307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669196,"about_ca_system_score_gemma":0.0006764297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705554,"about_ca_topic_score_gemma":0.00007790457,"domain_scores_codex":[0.9931023,0.001351219,0.002814153,0.0008988382,0.0007601578,0.001073405],"domain_scores_gemma":[0.9950914,0.001224895,0.001954676,0.001085545,0.00007663056,0.000566802],"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":[0.00002484459,0.00006314005,0.002513405,0.1344882,0.00004159276,7.370147e-7,0.003357095,1.625808e-9,5.205109e-7,0.0001074935,0.72851,0.130893],"study_design_scores_gemma":[0.0002386187,0.00004474066,0.00000587938,0.1941936,0.00009873412,0.000002076514,0.002808281,7.989415e-7,7.480897e-7,0.00003004825,0.8022544,0.0003221123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001308957,0.9878438,0.000004435467,0.000542346,0.004939937,0.004789256,0.0003253168,0.0001012048,0.001322851],"genre_scores_gemma":[0.000006028307,0.9731012,0.000108494,0.005435067,0.0003355982,0.005382293,0.0005576133,0.0001012066,0.01497247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1305709,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3138542210161451,"score_gpt":0.5212363918769626,"score_spread":0.2073821708608174,"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."}}