{"id":"W6960981160","doi":"10.1371/journal.pone.0294806.s001","title":"Full protocol.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Attendance; Referral; Cluster sampling; Mental health; Program evaluation; Thursday; Cluster (spacecraft)","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02376165,0.001614462,0.002345478,0.001871655,0.002963818,0.003520734,0.002768096,0.00383607,0.6806921],"category_scores_gemma":[0.04390942,0.00148939,0.001595071,0.00162584,0.001074873,0.002302406,0.002859917,0.004662493,0.2521919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573559,"about_ca_system_score_gemma":0.0225805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417302,"about_ca_topic_score_gemma":0.00663201,"domain_scores_codex":[0.9920744,0.004539838,0.001038529,0.0007931619,0.0009717975,0.0005823275],"domain_scores_gemma":[0.98299,0.004820214,0.0006084731,0.003977159,0.005941293,0.001662756],"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":[0.009876982,0.001719468,0.0006533416,0.01036264,0.00008511665,0.000330602,0.001764393,0.0004866951,0.0007834216,0.01288451,0.7782015,0.1828512],"study_design_scores_gemma":[0.007440377,0.001156332,0.001240831,0.006955975,0.0000622239,0.0001558891,0.0009453822,0.0004508792,0.0006690727,0.008988756,0.9718603,0.00007385136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00383396,0.001435264,0.02336959,0.004952852,0.004537643,0.7688347,0.078273,0.003605187,0.1111578],"genre_scores_gemma":[0.002913765,0.0006431356,0.01631898,0.00224722,0.0001836681,0.9284186,0.005825134,0.0003817035,0.04306785],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3193079,"threshold_uncertainty_score":0.455454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059675726496412,"score_gpt":0.4545477519208737,"score_spread":0.3485801792712324,"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."}}