{"id":"W6901967740","doi":"10.6084/m9.figshare.16614464","title":"Additional file 5 of The CAMP study: feasibility and clinical correlates of standardized assessments of substance use in a youth psychiatric inpatient sample","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; McMaster Children's Hospital","funders":"","keywords":"Sample (material); Substance use; Standardized test; Substance abuse; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002217009,0.000897068,0.0009967478,0.002644325,0.001453351,0.00115368,0.001734702,0.0009971467,0.7961339],"category_scores_gemma":[0.04436123,0.0005653711,0.0008648913,0.003883881,0.000259314,0.001766884,0.001017612,0.0008417392,0.08723197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340017,"about_ca_system_score_gemma":0.001641978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460275,"about_ca_topic_score_gemma":0.02018379,"domain_scores_codex":[0.9988284,0.0003185004,0.0002802774,0.0001954551,0.0002245872,0.0001528711],"domain_scores_gemma":[0.9669394,0.02280597,0.003552418,0.001778927,0.004159412,0.0007637951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006084746,0.0002154966,0.009879749,0.001294277,0.00005136028,0.00005992239,0.0001132014,0.0002483955,0.00003970756,0.0005080571,0.9778897,0.009091645],"study_design_scores_gemma":[0.02020551,0.001290445,0.3504724,0.009492684,0.0007148714,0.001502276,0.002577656,0.003688856,0.001522933,0.01450055,0.5936387,0.0003931703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0008434469,0.00001492582,0.000201234,0.0001071596,0.00001324077,0.0003438683,0.9967707,0.00009845538,0.001606858],"genre_scores_gemma":[0.02905187,0.0001610979,0.002792955,0.0006041134,0.0001190448,0.009555318,0.9428015,0.0003883791,0.01452568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7961339,"threshold_uncertainty_score":0.2907903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188114618973612,"score_gpt":0.3594840597805977,"score_spread":0.2406725978832365,"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."}}