{"id":"W7114929679","doi":"10.2196/81384","title":"Exploring the Cognitive and Behavioral Risks and Maintenance Factors of Hikikomori: Protocol for an Ecological Momentary Assessment Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Affect (linguistics); Protocol (science); Mechanism (biology); Social cognitive theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02294271,0.00334868,0.005132207,0.00247081,0.004656712,0.001954651,0.002481668,0.003366864,0.03090462],"category_scores_gemma":[0.01477773,0.002756074,0.002951232,0.002030641,0.001885547,0.001966444,0.002432667,0.00553883,0.009312159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0044016,"about_ca_system_score_gemma":0.01625626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744648,"about_ca_topic_score_gemma":0.008561973,"domain_scores_codex":[0.9913464,0.004054169,0.001603081,0.0009039831,0.0009610881,0.001131195],"domain_scores_gemma":[0.9899604,0.00180242,0.001382694,0.001742317,0.003527026,0.001585018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2267713,0.2081968,0.03984133,0.0283142,0.001399898,0.003341493,0.01212838,0.01225378,0.01767911,0.01128647,0.123262,0.3155253],"study_design_scores_gemma":[0.2534098,0.1535586,0.1841443,0.01093553,0.0008113533,0.0008867492,0.008078346,0.01282069,0.008897722,0.01442152,0.3508011,0.001234286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004764737,0.00007618103,0.002122184,0.000123296,0.00008149456,0.9909943,0.001028298,0.00005694834,0.0007525283],"genre_scores_gemma":[0.001294947,0.00003978324,0.0018291,0.00007419173,0.00001015743,0.9964605,0.0001252557,0.000002397358,0.0001636415],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03090462,"threshold_uncertainty_score":0.1213341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7867833556635235,"score_gpt":0.6698465678353354,"score_spread":0.1169367878281882,"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."}}