{"id":"W2929545979","doi":"10.1002/jocc.12115","title":"Addressing Self‐Injury on College Campuses: Institutional Recommendations","year":2019,"lang":"en","type":"article","venue":"Journal of College Counseling","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Guelph","funders":"","keywords":"Psychology; Mental health; Medical education; Self-destructive behavior; Residence; Applied psychology; Human factors and ergonomics; Poison control; Medicine; Psychiatry; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009624604,0.0002083109,0.0004476446,0.0004019816,0.0004132714,0.00003972604,0.0002705094,0.0001325131,0.00162095],"category_scores_gemma":[0.0001032899,0.0001818057,0.0002052401,0.0004011879,0.00004805116,0.0002755335,0.00002599931,0.000519322,0.0004283465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068366,"about_ca_system_score_gemma":0.0003342962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007205168,"about_ca_topic_score_gemma":0.00000874462,"domain_scores_codex":[0.9979974,0.0001775466,0.0007895822,0.0002220027,0.0004900325,0.0003234234],"domain_scores_gemma":[0.9979708,0.0005890467,0.0005467699,0.0002370203,0.0005422471,0.0001141639],"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":[0.006611794,0.002989636,0.01896911,0.0001811655,0.004160114,0.001203523,0.02871197,0.001566926,0.002691941,0.1210058,0.8043899,0.007518149],"study_design_scores_gemma":[0.008509165,0.002033327,0.008737653,0.0006976831,0.0004255431,0.001368057,0.03330996,0.0005137002,0.0004353283,0.002962968,0.9399897,0.00101687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566417,0.001855384,0.0002842064,0.002683125,0.007028525,0.0003405906,0.0001839031,0.00006164802,0.03092088],"genre_scores_gemma":[0.9938993,0.0004239764,0.001446769,0.001684583,0.0007550035,0.00001006145,0.000004516871,0.00002889295,0.001746882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355999,"threshold_uncertainty_score":0.9992917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451052742197553,"score_gpt":0.3552274193516123,"score_spread":0.3007168919296367,"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."}}