{"id":"W163618517","doi":"10.15173/m.v1i11.693","title":"When your lonely heart breaks","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001692007,0.00009510059,0.0001806366,0.00002188525,0.00008700862,0.0000095343,0.00006324489,0.00004126287,0.000757309],"category_scores_gemma":[0.00003516942,0.00004695846,0.000169964,0.00006066371,0.00007871759,0.00004245216,0.00004145303,0.0001261974,0.0003891708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352671,"about_ca_system_score_gemma":0.00005666977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419713,"about_ca_topic_score_gemma":0.000001275488,"domain_scores_codex":[0.9993355,0.00002810708,0.0001061521,0.00009051107,0.000155243,0.0002845442],"domain_scores_gemma":[0.9994056,0.00003495382,0.00002481334,0.0003075304,0.00002613199,0.0002009327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002203356,0.0002437331,0.4002896,0.0001194158,0.000340303,0.000006880958,0.01430472,3.154983e-7,0.02162687,0.002298925,0.548634,0.0119149],"study_design_scores_gemma":[0.0002085732,0.0000367051,0.5979639,0.00001620291,0.0001031163,0.0006234355,0.001109046,0.000001097802,0.002546525,0.0001337111,0.3971725,0.00008520527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684744,0.002074981,0.000001306349,0.02172032,0.001556169,0.000180091,0.000003850344,0.00005769889,0.005931141],"genre_scores_gemma":[0.9836832,0.00001519695,0.000297713,0.00260794,0.002546354,0.00001188951,0.000004994964,0.00001536028,0.01081732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976743,"threshold_uncertainty_score":0.8292003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545095069460231,"score_gpt":0.2962822549341934,"score_spread":0.2708313042395911,"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."}}