{"id":"W6976846869","doi":"10.6084/m9.figshare.24962349.v1","title":"Borderlands-Science Git Repository (compressed) including data files","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Data file; Source code; Data access; Data archive; Program code","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":[],"category_scores_codex":[0.001789215,0.001595771,0.001530986,0.00373866,0.001265725,0.005206774,0.004156779,0.001941951,0.7923203],"category_scores_gemma":[0.02763129,0.0014268,0.001439066,0.006785852,0.0007955192,0.003503625,0.004115278,0.002731185,0.7358077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285557,"about_ca_system_score_gemma":0.003294783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665966,"about_ca_topic_score_gemma":0.01601505,"domain_scores_codex":[0.9985021,0.0002124017,0.0001838825,0.0003105823,0.0006187686,0.0001723172],"domain_scores_gemma":[0.9889928,0.003439282,0.0005090762,0.002191955,0.00400279,0.0008640814],"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":[0.00005627896,0.000009064247,0.000107705,0.0002134586,0.000006593248,0.00001008886,0.00002563347,0.00006834471,0.00007166776,0.000781857,0.9940259,0.004623405],"study_design_scores_gemma":[0.0002627335,0.00002032265,0.001156363,0.0002906033,0.00001774447,0.00005098799,0.00006550417,0.0005843976,0.0008203606,0.005030669,0.9916478,0.00005246038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0001837355,0.00008531531,0.002527109,0.0005705809,0.0002287755,0.0001229531,0.9312649,0.04466235,0.02035423],"genre_scores_gemma":[0.002320824,0.0002168096,0.005426021,0.0006600496,0.00009814074,0.0006206354,0.9112878,0.05627304,0.02309667],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7923203,"threshold_uncertainty_score":0.2962298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451277729991441,"score_gpt":0.3755233113249413,"score_spread":0.2303955383257973,"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."}}