{"id":"W7115692824","doi":"10.5281/zenodo.17945623","title":"Healing Environments: Integrating Kitchenism and Theragardens into Hospital Architecture for Cancer Care (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emmanuel Bible College; Carleton University","funders":"","keywords":"Preprint; Architecture; Cancer; Health care; MEDLINE; Patient care","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":[0.001539922,0.0003207459,0.0001945646,0.0004330779,0.001624631,0.006339904,0.0008072574,0.0009021896,0.01949638],"category_scores_gemma":[0.00304416,0.0001980984,0.0004787621,0.0004929599,0.003768119,0.001849566,0.004204364,0.001081834,0.001759174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562697,"about_ca_system_score_gemma":0.002646651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154455,"about_ca_topic_score_gemma":0.004973887,"domain_scores_codex":[0.9986463,0.0008425494,0.00003015232,0.0001066144,0.0002458489,0.0001286292],"domain_scores_gemma":[0.9989526,0.0004119125,0.00009870865,0.0001892884,0.0001421962,0.0002052706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003927545,0.0004814266,0.01237869,0.002117588,0.0001107262,0.0009233386,0.05707226,0.008947097,0.00794809,0.4682094,0.04029708,0.4011215],"study_design_scores_gemma":[0.00007949704,0.0005665334,0.01806148,0.001533092,0.0001132746,0.0006376449,0.0595526,0.00753381,0.005175535,0.2042184,0.7024347,0.00009348193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.301739,0.006530911,0.1819118,0.03096556,0.001981625,0.0003909068,0.0006388362,0.001426713,0.4744147],"genre_scores_gemma":[0.876966,0.00261746,0.07402377,0.0008974569,0.0001226947,0.0001886152,0.0002300855,0.0003820754,0.04457182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01949638,"threshold_uncertainty_score":0.06522191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585585108682482,"score_gpt":0.256092391442317,"score_spread":0.2402365403554922,"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."}}