{"id":"W2022190355","doi":"10.1016/j.zefq.2013.05.002","title":"Methodological idiosyncracies, frameworks and challenges of non-pharmaceutical and non-technical treatment interventions","year":2013,"lang":"de","type":"article","venue":"Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Psychological intervention; Grading (engineering); Management science; Clinical study design; Health care; Quality (philosophy); Christian ministry; Psychology; Computer science; Medicine; Nursing; Clinical trial; Political science; Engineering; Epistemology","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02784344,0.001162277,0.004758931,0.0008630797,0.000621464,0.0005010549,0.000773162,0.002203591,0.0008547244],"category_scores_gemma":[0.01022145,0.001226379,0.0009902801,0.0004796343,0.001214876,0.001684046,0.0007351309,0.001579682,0.001082131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685643,"about_ca_system_score_gemma":0.0003326263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409555,"about_ca_topic_score_gemma":0.0003219083,"domain_scores_codex":[0.9826034,0.003262868,0.009787216,0.0023097,0.0004349069,0.001601954],"domain_scores_gemma":[0.9781914,0.01424077,0.00420241,0.001684431,0.0003516406,0.001329372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005331826,0.004265814,0.07955939,0.02936051,0.008687497,0.00004783723,0.01880175,0.0001501569,0.0003204505,0.7838712,0.0161444,0.05825777],"study_design_scores_gemma":[0.0113631,0.007721979,0.5115712,0.0102015,0.002926222,0.000214096,0.01438888,0.01790578,0.0003047084,0.03541667,0.3822143,0.005771575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2047243,0.6300205,0.01724239,0.1355625,0.002335707,0.006411334,0.0008067233,0.0001967251,0.002699769],"genre_scores_gemma":[0.8157839,0.1538822,0.02410209,0.003231269,0.001249847,0.0007983041,0.0001032687,0.0001812278,0.0006679349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7484546,"threshold_uncertainty_score":0.9996957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6049627099465857,"score_gpt":0.5517136477905648,"score_spread":0.05324906215602099,"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."}}