{"id":"W4306989162","doi":"10.1186/s12888-022-04313-3","title":"Thematic analysis of the raters’ experiences administering scales to assess depression and suicide in Arab schizophrenia patients","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar National Research Fund","keywords":"Thematic analysis; Psychology; Clinical psychology; Focus group; Psychiatry; Suicide prevention; Qualitative research; Schizophrenia (object-oriented programming); Sociocultural evolution; Poison control; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04162025,0.0005294441,0.0007537392,0.003236374,0.005724758,0.002848627,0.001696634,0.0009893059,0.00161609],"category_scores_gemma":[0.06890798,0.0004628825,0.0007781539,0.002971102,0.004314526,0.002571244,0.005893133,0.001624889,0.0002736763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0058182,"about_ca_system_score_gemma":0.005384805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006109893,"about_ca_topic_score_gemma":0.008249721,"domain_scores_codex":[0.9578035,0.03436635,0.001811002,0.001157635,0.003270471,0.001591111],"domain_scores_gemma":[0.9527348,0.03321512,0.004001942,0.001494645,0.00749688,0.001056609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004281878,0.00002262144,0.005214497,0.0001691225,0.00000923608,0.0002009993,0.9877757,0.000032164,0.0005896171,0.0005248006,0.0005059164,0.004912583],"study_design_scores_gemma":[0.000006127275,0.00003968329,0.006068346,0.000196109,0.000008691206,0.0002387139,0.9882549,0.000202388,0.0004017298,0.0003750364,0.004186878,0.00002137234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868254,0.0005216966,0.005139171,0.001866583,0.000134073,0.0009300398,0.0003318592,0.00002317671,0.004227996],"genre_scores_gemma":[0.9915434,0.0006376254,0.003969984,0.0005738812,0.0000390699,0.001542735,0.0002285667,0.00004542465,0.001419274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04162025,"threshold_uncertainty_score":0.2201115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064783907587535,"score_gpt":0.3674026834005063,"score_spread":0.316754844324631,"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."}}