{"id":"W4391728748","doi":"10.1007/978-3-031-17299-1_1541","title":"IPAT Depression Scale","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adler","funders":"","keywords":"Depression (economics); Psychology; Scale (ratio); Geography; Economics; Cartography; Keynesian economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003198829,0.0006624953,0.0007845146,0.0007610015,0.0002823356,0.000522084,0.0009412819,0.0002822571,0.08734974],"category_scores_gemma":[0.00160264,0.0002522307,0.0004946084,0.0005495991,0.00009299178,0.0004744308,0.0006787686,0.001638528,0.04366467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952976,"about_ca_system_score_gemma":0.0003297325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006454591,"about_ca_topic_score_gemma":0.002364316,"domain_scores_codex":[0.9996639,0.00003657314,0.0000264123,0.00003675783,0.0002136944,0.00002262929],"domain_scores_gemma":[0.9997955,0.00004933954,0.00002816346,0.00001757225,0.00008692463,0.00002258425],"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":[0.0004575695,0.0003280508,0.009051199,0.0002546955,0.000102544,0.0001354286,0.0001117868,0.0002017899,0.001038562,0.002262544,0.6167307,0.369325],"study_design_scores_gemma":[0.0005172984,0.0005947286,0.1678686,0.0004222187,0.0001970545,0.003050557,0.0001287509,0.001335533,0.001693622,0.00878783,0.8153267,0.0000770944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02306851,0.006005555,0.01259442,0.002493999,0.001709965,0.003837702,0.06494717,0.003188168,0.8821545],"genre_scores_gemma":[0.09663978,0.008511199,0.03716154,0.004291605,0.0005668647,0.008145822,0.09734412,0.0008158261,0.7465232],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08734974,"threshold_uncertainty_score":0.292214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619946490254907,"score_gpt":0.3417410724869027,"score_spread":0.279746423461412,"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."}}