{"id":"W7111261900","doi":"10.1371/journal.pone.0336598.s001","title":"ASK-MI HCP version.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dyad; Mental health; Depression (economics); Quality of life (healthcare); Anxiety; Rating scale; Primary care; Young adult","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001905775,0.0008225804,0.000906014,0.001709589,0.0008433882,0.001664612,0.001461288,0.0008994434,0.6266913],"category_scores_gemma":[0.009453438,0.0007932637,0.0005902211,0.003704689,0.0002441932,0.0009972607,0.001404053,0.0009263817,0.2786777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523197,"about_ca_system_score_gemma":0.004256323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07341547,"about_ca_topic_score_gemma":0.1129107,"domain_scores_codex":[0.9993468,0.0001557496,0.0001122261,0.00008529185,0.0001599222,0.0001400843],"domain_scores_gemma":[0.9949308,0.001656211,0.0002637198,0.0003581954,0.002287845,0.0005030448],"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":[0.0003389411,0.00005869623,0.002215387,0.0006151123,0.00001166368,0.00006087063,0.0002779419,0.00007441286,0.0001063,0.0004972151,0.9651992,0.03054426],"study_design_scores_gemma":[0.0005407896,0.00006152206,0.02963466,0.0005249324,0.00001605228,0.0001383572,0.0005020029,0.000262113,0.0002509539,0.001117606,0.9669084,0.00004276352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00285501,0.0003072147,0.00112648,0.000905793,0.0003437809,0.001661267,0.9315057,0.002620202,0.05867459],"genre_scores_gemma":[0.02419851,0.001064995,0.01299163,0.0017818,0.0004545257,0.01229249,0.8125932,0.002902332,0.1317205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3733087,"threshold_uncertainty_score":0.5324795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3199343346752258,"score_gpt":0.4395569664126554,"score_spread":0.1196226317374296,"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."}}