{"id":"W6950231060","doi":"10.5683/sp3/w2c1lf","title":"Search Strategy for Mental Health of Canadian Youth during Covid-19","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"PsycINFO; Mental health; MEDLINE; Field (mathematics); Poison control","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003467002,0.002484558,0.006583706,0.02534032,0.002937476,0.004254309,0.003648156,0.001606075,0.1715581],"category_scores_gemma":[0.02350514,0.001173887,0.004601796,0.04365621,0.0009012711,0.001857781,0.003323751,0.002047152,0.0223304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02856416,"about_ca_system_score_gemma":0.100654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8850302,"about_ca_topic_score_gemma":0.9418802,"domain_scores_codex":[0.9958689,0.000459271,0.001575324,0.0006750133,0.0008520111,0.0005694078],"domain_scores_gemma":[0.9871646,0.003158718,0.001844595,0.0008101389,0.006103661,0.0009182012],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005443571,0.00002480544,0.001629175,0.1124873,0.0007416785,0.00009298986,0.0003118863,0.0002458865,0.0001937672,0.00178515,0.8671404,0.01480267],"study_design_scores_gemma":[0.002032858,0.00007680836,0.02695505,0.08819259,0.002496913,0.0001864989,0.0007128107,0.0003221579,0.0002701441,0.001538512,0.8769869,0.000228898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001498904,0.001851952,0.00006872928,0.0002118344,0.00003884064,0.001213846,0.9935821,0.00006800914,0.002814816],"genre_scores_gemma":[0.006502392,0.01148941,0.002735572,0.001181687,0.00008845496,0.01834588,0.9517223,0.0002788161,0.007655435],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.996533,"threshold_uncertainty_score":0.573919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09995491758767028,"score_gpt":0.3615526876114478,"score_spread":0.2615977700237775,"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."}}