{"id":"W4361204700","doi":"10.1556/2054.2023.00255","title":"View, meditation, action: A Tibetan framework to inform psychedelic-assisted therapy","year":2023,"lang":"en","type":"article","venue":"Journal of Psychedelic Studies","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Meditation; Contemplation; Buddhism; Psychotherapist; Psychology; Action (physics); Mindfulness; Ayahuasca; Aesthetics; Sociology; Epistemology; Art; Philosophy; Anthropology; Theology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001864207,0.0005087143,0.00108331,0.0009645564,0.0005531201,0.00008101942,0.0006377058,0.0002589962,0.0003595146],"category_scores_gemma":[0.0007853485,0.0003898272,0.0004737148,0.002895744,0.000157783,0.0002402645,0.000122727,0.0006016203,0.001328099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506086,"about_ca_system_score_gemma":0.000089588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435515,"about_ca_topic_score_gemma":0.0000490218,"domain_scores_codex":[0.9958829,0.0001687542,0.00169261,0.0004731411,0.001019366,0.0007631841],"domain_scores_gemma":[0.9955457,0.000851791,0.0009173084,0.0006545749,0.00170164,0.0003289711],"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":[0.0007293659,0.0003759785,0.002560364,0.00004473699,0.00371941,0.00005395828,0.04254618,0.0000416584,0.0004902777,0.005821253,0.8309221,0.1126947],"study_design_scores_gemma":[0.002675914,0.001359688,0.1119176,0.0003041973,0.0001392267,0.0001868355,0.06859002,0.00000663129,0.00007944449,0.0154673,0.7986248,0.0006482864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102096,0.05955955,0.004929929,0.1555126,0.04396732,0.001298226,0.00004127309,0.0005513111,0.02393026],"genre_scores_gemma":[0.9129596,0.03827225,0.01111453,0.01835901,0.009837963,0.000506081,0.00001428255,0.0002525804,0.008683711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20275,"threshold_uncertainty_score":0.9998553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3346363962958674,"score_gpt":0.5324064529684821,"score_spread":0.1977700566726147,"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."}}