{"id":"W2913567782","doi":"","title":"Proceedings of the First international conference on Information processing in computer-assisted interventions","year":2010,"lang":"en","type":"article","venue":"International Conference Information Processing","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Psychological intervention; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007671177,0.0002031624,0.0002830603,0.0006574547,0.0001848106,0.0004921657,0.0005171962,0.0001997582,0.00026865],"category_scores_gemma":[0.0003623138,0.000158888,0.0001211862,0.000481647,0.0001211112,0.004135676,0.000116209,0.0007556439,0.00003510329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253931,"about_ca_system_score_gemma":0.001191322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335429,"about_ca_topic_score_gemma":0.0002200267,"domain_scores_codex":[0.9971991,0.00001512611,0.00147951,0.0001675774,0.0008802394,0.0002584984],"domain_scores_gemma":[0.9956571,0.00002062469,0.001073055,0.0001472151,0.002976101,0.0001258548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003002446,0.0004161197,0.05447828,0.003738538,0.00004504188,0.000001450907,0.01124933,0.00005188887,0.0006433025,0.09404393,0.0009561616,0.8340757],"study_design_scores_gemma":[0.004899343,0.0004277156,0.5012096,0.01455671,0.00003848802,0.0003739237,0.006589853,0.4000728,0.0008583791,0.001766314,0.06852561,0.0006811732],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424785,0.00001403748,0.01131582,0.05698366,0.003748506,0.001866372,0.0001234674,0.0002299078,0.1832397],"genre_scores_gemma":[0.9962215,0.00001098316,0.001794839,0.00150701,0.0001778308,0.00007681735,0.0001262974,0.000008676131,0.00007604759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8333945,"threshold_uncertainty_score":0.6479266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806740128551403,"score_gpt":0.3645609913243399,"score_spread":0.2964935900388259,"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."}}