{"id":"W4407728103","doi":"10.1136/gpsych-2024-101894","title":"Expanded access to psychedelic treatments: comparing American and Canadian policies","year":2025,"lang":"en","type":"article","venue":"General Psychiatry","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009881941,0.0002613777,0.0005340127,0.0042736,0.004572421,0.006500875,0.00180157,0.001366115,0.01576777],"category_scores_gemma":[0.04892556,0.0002557193,0.0007811033,0.007875794,0.002828592,0.002824793,0.002239473,0.002460981,0.0004586024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06720147,"about_ca_system_score_gemma":0.08164428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704114,"about_ca_topic_score_gemma":0.9795189,"domain_scores_codex":[0.9877438,0.001302316,0.0003695791,0.0004812863,0.007024501,0.003078509],"domain_scores_gemma":[0.9595765,0.00990325,0.004291521,0.00110544,0.01851372,0.006609616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003372689,0.0005955203,0.4712825,0.0008305234,0.0006324803,0.0002232692,0.008131539,0.001436399,0.0002922473,0.1828015,0.104247,0.2261543],"study_design_scores_gemma":[0.0003548706,0.0003132796,0.7641514,0.001597539,0.0005131911,0.0002502821,0.0170807,0.001304058,0.0003587585,0.009083894,0.2048251,0.0001669752],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4521922,0.02671599,0.0009759411,0.06935272,0.0006270278,0.0003022373,0.01008081,0.00006200239,0.439691],"genre_scores_gemma":[0.9676638,0.00949735,0.0006021358,0.008897905,0.0001738608,0.00007681424,0.002145035,0.00004758936,0.01089546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9327985,"threshold_uncertainty_score":0.487583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095079196349542,"score_gpt":0.3960488439536332,"score_spread":0.3550980519901377,"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."}}