{"id":"W4376269228","doi":"10.1016/j.drugpo.2023.104055","title":"“Grasping at straws,” experiences of Canadian parents using involuntary stabilization for a youth's substance use","year":2023,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Substance use; Psychology; Criminology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002190135,0.0003643156,0.0005048395,0.0007291944,0.02935525,0.004497709,0.001743128,0.002424655,0.003130864],"category_scores_gemma":[0.009065985,0.0005560314,0.0005772721,0.001188195,0.00591094,0.00197568,0.003796803,0.006950049,0.0002043672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03484033,"about_ca_system_score_gemma":0.06464201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9111189,"about_ca_topic_score_gemma":0.9620636,"domain_scores_codex":[0.9970772,0.0006028981,0.0000887968,0.0001486397,0.0005698856,0.001512487],"domain_scores_gemma":[0.994365,0.0007441549,0.0008900131,0.00009714934,0.001178325,0.002725387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001528343,0.000275767,0.08933027,0.00007772042,0.0000428637,0.005222423,0.8669679,0.00009617264,0.0005848149,0.004372061,0.0168489,0.01602837],"study_design_scores_gemma":[0.000008147326,0.00005942948,0.02561368,0.0001429756,0.00002131696,0.0007663727,0.9565487,0.0000756817,0.00009987098,0.000247387,0.01637803,0.00003837381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757332,0.0009332325,0.0001709431,0.01209322,0.0002859354,0.00004062959,0.0001081886,0.000019013,0.01061561],"genre_scores_gemma":[0.9932895,0.0007215505,0.0001606949,0.003033025,0.00002284066,0.00001537521,0.00005095768,0.00001627195,0.002689733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08888108,"threshold_uncertainty_score":0.2527854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10523013853408,"score_gpt":0.3570532809421219,"score_spread":0.2518231424080418,"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."}}