{"id":"W4288430171","doi":"10.31124/advance.20280033.v1","title":"Perceived Learning Needs of High School Teachers Regarding Suicide Prevention","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warning signs; Psychology; Suicide prevention; Mental health; Medical education; Qualitative research; Pedagogy; Poison control; Medicine; Psychiatry; Medical emergency; Engineering; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.00341339,0.0001947279,0.0003831619,0.0006220298,0.003627342,0.002153714,0.0004719426,0.0008996482,0.001459336],"category_scores_gemma":[0.01011608,0.0003239772,0.0001914946,0.0004199466,0.002265912,0.0009621603,0.00139887,0.001192733,0.0001485892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004655278,"about_ca_system_score_gemma":0.00809713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07899798,"about_ca_topic_score_gemma":0.2213486,"domain_scores_codex":[0.9978662,0.0009472036,0.0001208973,0.00009641204,0.0004572903,0.0005121193],"domain_scores_gemma":[0.9890314,0.004441897,0.001909824,0.0002061467,0.002149447,0.002261389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004866022,0.0001570803,0.1607283,0.0001994222,0.000009714907,0.0008625386,0.8265441,0.00004709856,0.0012503,0.0002071167,0.0006230997,0.009322518],"study_design_scores_gemma":[0.000005287164,0.00009376676,0.0526312,0.0001108688,0.000007684492,0.0001944379,0.9441644,0.00003776684,0.0001820042,0.00007850743,0.0024796,0.00001457029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982935,0.000126528,0.00004986791,0.0005460827,0.000006086005,0.00001304821,0.00001157514,0.000002111765,0.0009513752],"genre_scores_gemma":[0.9988322,0.0002318707,0.0001081576,0.0001891376,0.00000321606,0.00001332555,0.00001205761,0.000001515218,0.0006086064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07899798,"threshold_uncertainty_score":0.1570763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960075987003092,"score_gpt":0.3425550191674691,"score_spread":0.2929542592974382,"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."}}