{"id":"W4321611334","doi":"10.1037/ser0000753","title":"Depression screening perceptions and practices in a primary care clinic: A mixed-methods study.","year":2023,"lang":"en","type":"article","venue":"Psychological Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Irving Medical Center, Columbia University","keywords":"PsycINFO; Motivational interviewing; Medicine; MEDLINE; Competence (human resources); Clinical psychology; Qualitative research; Best practice; Specialty; Family medicine; Psychology; Psychiatry; Psychological intervention","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009324982,0.0002064569,0.0003120931,0.0001808485,0.0002852281,0.00006976757,0.000298969,0.0002024806,0.001063644],"category_scores_gemma":[0.00002038083,0.0001513118,0.00005068758,0.0006045589,0.00004931738,0.0002249473,0.0002340085,0.0003374677,0.0004864648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789056,"about_ca_system_score_gemma":0.000002685093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005569719,"about_ca_topic_score_gemma":0.0003965713,"domain_scores_codex":[0.9971759,0.001000216,0.0004277895,0.0007872841,0.0001780125,0.000430767],"domain_scores_gemma":[0.9985389,0.0006562814,0.0002829804,0.0003553785,0.0000263942,0.0001401386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627485,0.0007513867,0.6860967,0.0001067606,0.0000196556,0.00007453672,0.006282199,3.976197e-7,0.00005784363,0.000007111398,0.0001256951,0.3062149],"study_design_scores_gemma":[0.001635294,0.0005054309,0.9417297,0.00008191801,0.00002814311,0.00001136012,0.05504179,0.00002053513,0.000002040523,0.0001142164,0.0006756251,0.0001539276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979382,0.001493815,0.00001924561,0.000290798,0.0005062621,0.0008841132,0.0000109334,0.0002233398,0.0171895],"genre_scores_gemma":[0.995304,0.0001889578,0.002723322,0.0007549808,0.0001104676,0.000453462,0.00009478216,0.0000183881,0.0003515706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306061,"threshold_uncertainty_score":0.9998495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322717250523343,"score_gpt":0.5553179469422516,"score_spread":0.4230462218899173,"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."}}