{"id":"W4223412963","doi":"10.1186/s12888-022-03880-9","title":"Assessing and improving public mental health literacy concerning rTMS","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wu Tsai Neurosciences Institute, Stanford University","keywords":"Transcranial magnetic stimulation; Psychology; Depression (economics); Perception; Clinical psychology; Electroconvulsive therapy; Psychiatry; Major depressive disorder; Mental health literacy; Mental health; Mood; Cognition; Mental illness","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":[],"consensus_categories":[],"category_scores_codex":[0.007065642,0.0002753847,0.0003523256,0.0007642945,0.0006614368,0.001409997,0.0003587458,0.0007492348,0.002159731],"category_scores_gemma":[0.02294989,0.0002606719,0.0005941676,0.0004049863,0.0006513147,0.0009653585,0.001309349,0.001264107,0.0003420115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129444,"about_ca_system_score_gemma":0.001657935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935162,"about_ca_topic_score_gemma":0.00588076,"domain_scores_codex":[0.9972923,0.001387291,0.0002510925,0.0001363628,0.0005205388,0.0004123703],"domain_scores_gemma":[0.981849,0.007038045,0.007234482,0.0006727666,0.002072086,0.001133783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004635226,0.002492236,0.8620632,0.000572404,0.0001143896,0.0001780566,0.0198231,0.000202583,0.002193438,0.0002280045,0.002420504,0.1092484],"study_design_scores_gemma":[0.00008285743,0.001553001,0.9784431,0.0002529057,0.0001402025,0.0001480913,0.01425861,0.0006749567,0.00111843,0.0002448748,0.003044178,0.00003880917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961551,0.0001315936,0.0002205842,0.001106387,0.00001474986,0.0001088351,0.0001188026,0.00001303415,0.002130982],"genre_scores_gemma":[0.9981959,0.00028915,0.0006650981,0.0003527344,0.00003036777,0.0001542173,0.0001090986,0.000002336489,0.0002011434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007065642,"threshold_uncertainty_score":0.03736711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769701807882645,"score_gpt":0.3474908565409626,"score_spread":0.2705206757526981,"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."}}