{"id":"W6949682234","doi":"10.5281/zenodo.15183587","title":"Investigation of Adolescence Health","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Test (biology); Action (physics); Adolescent health; Adolescent development; Conceptual framework; Quarter (Canadian coin)","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":[0.00737779,0.000258722,0.0004898751,0.00494257,0.001436638,0.002712589,0.0005398608,0.0006926476,0.006368918],"category_scores_gemma":[0.02223943,0.0002757964,0.000910636,0.00499439,0.001212751,0.001943393,0.002660504,0.001185951,0.0005120483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590409,"about_ca_system_score_gemma":0.01030153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224805,"about_ca_topic_score_gemma":0.02239991,"domain_scores_codex":[0.9943276,0.002837727,0.0009160047,0.0004637661,0.001135177,0.0003196858],"domain_scores_gemma":[0.9853714,0.007980343,0.002729977,0.0005392886,0.002832456,0.0005465623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001766523,0.0004135245,0.3335461,0.02293526,0.0006121036,0.0006206829,0.03463699,0.0001363826,0.000540747,0.0548435,0.0312316,0.5203064],"study_design_scores_gemma":[0.0000535309,0.0005186585,0.4148465,0.04726892,0.0009474135,0.001750488,0.05168597,0.0001553301,0.001382464,0.006518297,0.4748211,0.00005142796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2468388,0.482823,0.004857655,0.03422631,0.004547572,0.002908694,0.01560138,0.00006037296,0.2081363],"genre_scores_gemma":[0.6904426,0.2786279,0.006041558,0.007214442,0.0009472892,0.0025532,0.00339692,0.00003952713,0.01073658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01224805,"threshold_uncertainty_score":0.03901792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447096584625959,"score_gpt":0.3970620001130838,"score_spread":0.2523523416504879,"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."}}