{"id":"W1985225695","doi":"10.1159/000335187","title":"State-Space Grid Analysis: Applications for Clinical Whole Systems Complementary and Alternative Medicine Research","year":2012,"lang":"en","type":"review","venue":"Forschende Komplementärmedizin / Research in Complementary Medicine","topic":"Mental Health Research Topics","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"National Center for Complementary and Integrative Health","keywords":"Process (computing); Psychological intervention; Computer science; Space (punctuation); Grid; Psychological resilience; Psychology; Data science; Cognitive psychology; Mathematics; Social psychology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.08732585,0.001608988,0.006872772,0.01012657,0.00171862,0.0001346709,0.003812291,0.0005454621,0.009492483],"category_scores_gemma":[0.0006737532,0.001302955,0.0006508289,0.00832976,0.005330088,0.0003852767,0.002991192,0.006985797,0.0003833444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031723,"about_ca_system_score_gemma":0.001000338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02336284,"about_ca_topic_score_gemma":0.006659408,"domain_scores_codex":[0.9571106,0.01775121,0.007625069,0.003825884,0.006921542,0.006765651],"domain_scores_gemma":[0.9654835,0.02558258,0.001468225,0.002890459,0.001643646,0.00293152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005611149,0.001756366,0.003920994,0.03229569,0.006701485,0.0001961692,0.003555191,0.000001924231,0.000001469212,0.02496981,0.4248944,0.5011454],"study_design_scores_gemma":[0.006973146,0.003949666,0.0004966941,0.006502587,0.002164627,0.00005190526,0.01640306,0.0001484908,3.028694e-7,0.002258946,0.9601933,0.0008572636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003695476,0.9454116,0.001269685,0.00701628,0.002792862,0.03287201,0.007815295,0.0001080492,0.002677316],"genre_scores_gemma":[0.0003325313,0.9289721,0.001247806,0.0002782183,0.01116995,0.0309915,0.02426457,0.0003238262,0.002419483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5352989,"threshold_uncertainty_score":0.9996658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8486055457490987,"score_gpt":0.7157590463867146,"score_spread":0.1328464993623841,"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."}}