{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255753,0.0005983821,0.0008374446,0.001058245,0.009185215,0.005784951,0.001220785,0.007173696,0.05198904],"category_scores_gemma":[0.03842574,0.0004114576,0.0009921753,0.000290624,0.00362867,0.005912593,0.006224359,0.01250863,0.01954597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594259,"about_ca_system_score_gemma":0.002271016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557498,"about_ca_topic_score_gemma":0.006222805,"domain_scores_codex":[0.9968707,0.001048347,0.000156946,0.0002576499,0.0007603612,0.0009060372],"domain_scores_gemma":[0.987158,0.001854526,0.001477048,0.0007245229,0.001493299,0.007292509],"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":[0.0001357413,0.000124672,0.006496143,0.0001063966,0.00005323198,0.005156685,0.006856536,0.00002588635,0.0005603294,0.006501928,0.8869955,0.08698698],"study_design_scores_gemma":[0.00005108994,0.0002165523,0.008318484,0.001008251,0.00004596137,0.009370574,0.03240784,0.00006857315,0.000397118,0.0148318,0.9331884,0.00009541099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03488092,0.02070277,0.002356287,0.6826003,0.09374793,0.00007529742,0.0002462459,0.001306036,0.1640842],"genre_scores_gemma":[0.3289321,0.01083802,0.004393587,0.3220796,0.0522422,0.000185716,0.000322133,0.001040054,0.2799666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05198904,"threshold_uncertainty_score":0.1739207,"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."}}