{"id":"W2165771440","doi":"10.3389/fpsyg.2015.00039","title":"Psychological effects of implantable cardioverter defibrillator shocks. A review of study methods","year":2015,"lang":"en","type":"review","venue":"Frontiers in Psychology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"PsycINFO; CINAHL; Observational study; MEDLINE; Implantable cardioverter-defibrillator; Psychology; Clinical psychology; Randomized controlled trial; Mental health; Meta-analysis; Medicine; Psychological intervention; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008788242,0.001476748,0.004816623,0.01052589,0.0006168502,0.002999678,0.001470238,0.001806644,0.00362388],"category_scores_gemma":[0.03214308,0.000915591,0.003722612,0.01145731,0.0009989985,0.001945494,0.001347564,0.001084432,0.0003281003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003253026,"about_ca_system_score_gemma":0.007182065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258469,"about_ca_topic_score_gemma":0.01068747,"domain_scores_codex":[0.9930444,0.002408577,0.002579816,0.0004621171,0.001346034,0.0001589984],"domain_scores_gemma":[0.9728013,0.02200369,0.003420802,0.0002703192,0.00135616,0.0001477646],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001203597,0.00002558672,0.0005815178,0.8340178,0.002048806,0.0001008585,0.0002981895,0.00007067578,0.00013647,0.0005453862,0.002240819,0.1598136],"study_design_scores_gemma":[0.0001073588,0.0001503094,0.004515014,0.9294713,0.01535348,0.0007371953,0.0004662505,0.00004865941,0.0001936502,0.0005802686,0.04834163,0.00003491079],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009784735,0.9996191,0.00002913941,0.00007403564,0.00003667159,0.00003085056,0.00002594638,0.00000104217,0.00008531053],"genre_scores_gemma":[0.001800406,0.9977052,0.0001773116,0.0001362871,0.00003102949,0.000092984,0.00002138885,9.912709e-7,0.00003447624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912118,"threshold_uncertainty_score":0.0464772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07919977821198644,"score_gpt":0.4891790800119339,"score_spread":0.4099793017999475,"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."}}